{"sessions":[{"id":"38ZRA7","type":116,"room":79,"start":"2025-08-10T09:30:00+08:00","end":"2025-08-10T10:00:00+08:00","language":"中文","speakers":["LJQFGG"],"zh":{"title":"4色小尺寸電子紙的DRM驅動程式開發之旅","describe":"電子紙顯示器因其低功耗與高對比度特性，廣泛應用於電子閱讀器與低功耗顯示設備。然而，現有解決方案多數仰賴使用者空間的控制邏輯，不僅缺乏統一的開源驅動，整合性與彈性也相對不足。\r\n為此，我開發了一款針對小尺寸電子紙面板的開源 Direct Rendering Manager (DRM) 驅動，將顯示控制邏輯下移至 Linux 核心層，支援標準 DRM 架構與 SPI 傳輸介面。該驅動實作於 Renesas RZ/V2H 平台（開發板：kakip（カキピー））上，具備良好的嵌入式整合性，並期望 upstream 至主線，作為未來開發者整合電子紙至 Linux 顯示架構的參考實作。"},"en":{"title":"Journey of developing DRM driver for 4-color small-size e-paper","describe":"Electronic paper displays are commonly used in e-readers and low-power display devices because they consume little power and offer high contrast. However, most existing solutions rely on user space control, lack open source drivers, and do not provide adequate integration or flexibility. To address these issues, I developed an open source Direct Rendering Manager (DRM) driver for small-size e-paper displays. This driver moves the control logic into the Linux kernel, supports the standard DRM framework, and communicates via the SPI interface. It is implemented on the Renesas RZ/V2H platform (development board: Kakip), offering strong integration for embedded use cases. My goal is to upstream this driver to the mainline as a reference implementation to help future developers integrate e-paper technology into the Linux display architecture."},"tags":[],"uri":"https://coscup.org/2026/session/38ZRA7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3A7ERC","type":113,"room":93,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T11:00:00+08:00","language":"中文","speakers":["ZFW33N","WUXBDZ","TYUY9H"],"zh":{"title":"歐洲社群在關注什麼開源政策？FOSDEM 2025 觀察手札","describe":"FOSDEM（歐洲自由與開源軟體開發者年會）向來是全球開源趨勢的風向球。今年 OCF 出訪夥伴帶回來兩大觀察：在**安全與永續政策面**，以及在**合規與社群協作面**。\r\n在安全與永續政策面，歐盟甫上路的《網路韌性法》（CRA）規定，所有連網產品都須附上軟體組成清單（SBOM），讓供應鏈一目了然。草案最初將責任推給維護者，經社群奔走後修正為「企業負責、公益專案豁免」，討論仍持續拉鋸，今年也回到「開源本質與維護者角色」等精神層面的反思。同時，為了配套落地，OpenSSF 推出自動產生 SBOM 與漏洞通報工具；歐盟亦擴編政府 OSPO，並成立「主權科技基金」，以法律促透明、以資金保韌性，確保關鍵專案長期有人維護。\r\n在合規與社群協作面，SBOM 因 CRA 成為今年 FOSDEM 的熱搜詞，甚至首度獨立成議程軌。會中從格式標準、工具產生到即時通報機制全面討論，強調「社群訂規則、企業做落地」，並透過自動化流程減輕維護者負擔。多國 OSPO 亦分享跨部會協作案例：德國讓政府、基金會與社群共用 SBOM 資料庫，法國則以黑客松形式訓練公務員實作合規，讓安全由單點要求轉為整條供應鏈的共同作業。\r\n對台灣社群而言，正是熟悉 SBOM 與 CRA 的最佳時機。CRA 會否像 GDPR 一樣掀起全球連鎖效應？各界高度關注；同時，歐洲「開源優先」正重塑政府與社群關係。想了解政策如何改變開源生態，以及台灣能如何超前部署？COSCUP 現場見！"},"en":{"title":"What Open-Source Policies Are European Communities Watching? — Notes from FOSDEM 2025","describe":"FOSDEM (the Free and Open-Source Developers’ European Meeting) is widely regarded as a barometer of global open-source trends. This year, the OCF delegation came back with two key takeaways: developments on the security & sustainability policy front and on the compliance & community-collaboration front.\r\n\r\nOn the security & sustainability policy front, the EU’s brand-new Cyber Resilience Act (CRA) now requires every connected product to ship with a Software Bill of Materials (SBOM), making the entire supply chain transparent at a glance. The original draft pushed liability onto volunteer maintainers; after intense community lobbying it was revised to “corporate liability, public-interest projects exempt,” though the debate is far from over. In parallel, the OpenSSF released automated SBOM-generation and vulnerability-reporting tools; the EU expanded its governmental OSPOs and launched a Sovereign Tech Fund—leveraging law for transparency and money for resilience—to ensure long-term maintenance of critical projects.\r\n\r\nOn the compliance & community-collaboration front, SBOM became this year’s FOSDEM buzzword and even earned its own dedicated track. Sessions ranged from format standards and tooling to real-time disclosure workflows, underscoring a “community sets the rules, enterprises implement them” mindset and promoting automation to ease maintainers’ burden. Several national OSPOs shared cross-agency models: Germany pools SBOM databases across government, foundations, and communities, while France uses hackathons to train civil servants in hands-on compliance—turning security from a single checkpoint into a supply-chain-wide practice.\r\n\r\nFor the Taiwanese community, now is the perfect time to get fluent in SBOM and the CRA. Will the CRA trigger GDPR-style ripple effects worldwide? Observers are watching closely. Meanwhile, Europe’s “open-source-first” stance is reshaping how governments and communities work together. Curious how policy is rewriting the open-source landscape—and how Taiwan can get ahead of the curve? See you at COSCUP!"},"tags":[],"uri":"https://coscup.org/2026/session/3A7ERC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3AXAL9","type":113,"room":88,"start":"2025-08-09T15:20:00+08:00","end":"2025-08-09T15:50:00+08:00","language":"中文","speakers":["WHLDKM"],"zh":{"title":"Whisper fine-tuned 國會逐字稿 AI 模型","describe":"Openfun 團隊長期致力於讓國會資訊更加即時、透明，近期嘗試利用 whisper fine-tuning 來生成立法院各級會議的逐字稿。\r\n\r\n## 場景\r\n立法院開完會之後，官方需花費兩週以上製作公報逐字稿，即時性不足，若能利用 ASR 自動語言辨識技術於會議影片釋出當天就將逐字稿產生出來，將可大大地提高即時性，相信對於媒體與關心政治的單位或個人都能有所幫助。\r\n\r\n但現有的 ASR 服務或工具提供的通用模型無法辨識出特定領域的專有名詞，遇到國台語參雜的情況辨識度也會很低，故希望透過 fine-tuning 來產生適用於國會場景的模型。\r\n\r\n## 分享重點\r\n* 訓練資料集：使用 whisper 轉錄結果搭配立法院公報逐字稿產生資料集的開發過程、遇到的問題及解決方案。\r\n* 模型優化程度：分享各種 whisper models 與資料量在 fine tune 前後的準確度分數之數據，以及國會議題辨識成功之案例。\r\n* 辨識說話者：如何使用 whisperx 及 pyannote embeddings 搭配公報逐字稿的資訊實現說話者辨識。"},"en":{"title":"Whisper fine-tuned AI model for parliamentary transcripts","describe":"## Context\r\nAfter the Legislative Yuan holds its sessions, it typically takes more than two weeks to produce the official transcript, which lacks timeliness. If ASR (Automatic Speech Recognition) technology could be used to generate the transcript on the same day the meeting video is released, it would greatly improve timeliness and be highly beneficial to the media as well as individuals and organizations concerned with politics.\r\n\r\nHowever, existing ASR services or tools with general-purpose models often struggle to recognize domain-specific terms and perform poorly when handling code-switching between Mandarin and Taiwanese. Therefore, we hope to create a model fine-tuned specifically for parliamentary settings.\r\n\r\n## Key Topics\r\n* Training Dataset: The development process of building a dataset using Whisper transcription results paired with official parliamentary transcripts, along with the challenges encountered and how we addressed them.\r\n\r\n* Model Optimization: A data-driven comparison of the accuracy scores before and after fine-tuning various Whisper models with different dataset sizes.\r\n\r\n* Speaker Recognition: How we use WhisperX and PyAnnote embeddings, combined with information from the official transcripts, to identify speakers."},"tags":[],"uri":"https://coscup.org/2026/session/3AXAL9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3KCSDC","type":113,"room":72,"start":"2025-08-10T10:50:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["ASUFF7"],"zh":{"title":"PostgreSQL 的 HTAP ：AlloyDB Columnar Engine","describe":"本次議程將為你介紹 PostgreSQL 的 HTAP (混合式交易分析處理) ：AlloyDB 的 Columnar Engine。\r\n我們將深入剖析 AlloyDB 如何在不犧牲 OLTP 效能的前提下，使用 Columnar Engine，將分析查詢效能提升高達 100 倍。這個 Columnar Engine 技術同樣適用於可以用 AlloyDB Omni —— AlloyDB 的容器版本。你可以在自己的筆電、地端伺服器或任何雲上，透過 Docker 輕鬆運行，親手體驗這項強大的技術。\r\n適合對象：\r\nPostgreSQL 的使用者與開發者 (DBA, Backend Developer)。\r\n對高效能資料庫、HTAP 架構感興趣的後端與資料工程師。\r\n想在本地環境玩轉最新資料庫技術的你。"},"en":{"title":"PostgreSQL 的 HTAP ：AlloyDB Columnar Engine","describe":"本次議程將為你介紹 PostgreSQL 的 HTAP (混合式交易分析處理) ：AlloyDB 的 Columnar Engine。\r\n我們將深入剖析 AlloyDB 如何在不犧牲 OLTP 效能的前提下，使用 Columnar Engine，將分析查詢效能提升高達 100 倍。這個 Columnar Engine 技術同樣適用於可以用 AlloyDB Omni —— AlloyDB 的容器版本。你可以在自己的筆電、地端伺服器或任何雲上，透過 Docker 輕鬆運行，親手體驗這項強大的技術。\r\n適合對象：\r\nPostgreSQL 的使用者與開發者 (DBA, Backend Developer)。\r\n對高效能資料庫、HTAP 架構感興趣的後端與資料工程師。\r\n想在本地環境玩轉最新資料庫技術的你。"},"tags":[],"uri":"https://coscup.org/2026/session/3KCSDC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3KHGYQ","type":113,"room":78,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["EEXWJH"],"zh":{"title":"開源社群的成長軌跡：用 D3.js 看懂 COSCUP 的歷年變化","describe":"COSCUP 是台灣最大的開源年會，希望促進社群之間的交流與合作，也支持各個社群持續成長。近幾年與會人數持攀升，2023 年已突破 3,000 人，議程內容與參與講者也越來越多元。\r\n\r\nCOSCUP 每年都有完整的議程資料，透過視覺化，希望更清楚了解現在有哪些技術主題最熱門、比較講者的歷年參與狀況，分析各社群的活躍程度，觀察議程分布。\r\n\r\n本次分析不僅觀察趨勢，也希望對未來的議程規劃與社群合作串聯提供實質啟發。"},"en":{"title":"The Growth Trajectory of Open Source Communities: A Look at COSCUP's Yearly Changes with D3.js","describe":"COSCUP is the largest open source annual conference in Taiwan, hoping to promote communication and cooperation among communities and support the continuous growth of each community. In recent years, the number of attendees has been on the rise, exceeding 3,000 in 2023, and the program and speakers are becoming more and more diverse.\r\n\r\nCOSCUP has complete program information every year, and through visualization, we hope to have a clearer understanding of what technical topics are the most popular, compare the participation status of speakers over the years, analyze the activity level of each community, and observe the distribution of the program.\r\n\r\nThis analysis not only observes the trend, but also hopes to provide practical inspiration for future agenda planning and community cooperation. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/3KHGYQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3LWSX3","type":116,"room":73,"start":"2025-08-10T14:30:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"中文","speakers":["SCD88M"],"zh":{"title":"開源家用網路環境","describe":"你是否曾想過在家中也能擁有專業又自由的網路環境？本議程將分享如何從零開始打造一個開源、可控且安全的家用網路架構。內容將涵蓋使用 OpenWRT 安裝與設定路由器、利用 OpenMediaVault 建置 NAS 系統，以及如何對外串接並安全公開自架服務。\r\n\r\n此外，也會介紹 Tailscale 進行零配置內網穿透、Cloudflare Tunnel 快速建站與保護公開服務、Proxmox 虛擬化平台打造彈性主機環境、IP KVM 遠端控管硬體，以及多種實用的自架服務，包含自架雲端、VPN、通訊軟體等應用。\r\n\r\n透過本議程，你將了解這些工具如何協同運作，打造一個高效、私有且易於維護的開源家庭網路環境，適合對自架服務、開源技術與家庭 IT 基礎建設有興趣的新手與進階使用者。"},"en":{"title":"Open Source Home Network Environment","describe":"Have you ever wondered if it's possible to build a professional yet flexible network environment at home? This session will walk you through how to create a fully open source, controllable, and secure home network setup from scratch. Topics include installing and configuring a router with OpenWRT, building a NAS with OpenMediaVault, and securely exposing your self-hosted services to the outside world.\r\n\r\nWe'll also cover practical tools like Tailscale for zero-config mesh VPN, Cloudflare Tunnel for secure and easy public access, Proxmox for flexible virtualization, IP KVM for remote hardware control, and various useful self-hosted services such as private cloud storage, VPNs, and communication platforms.\r\n\r\nBy the end of this talk, you'll understand how these tools can work together to form a powerful, private, and maintainable open source home network environment—ideal for both beginners and advanced users interested in self-hosting, open source technologies, and home IT infrastructure."},"tags":[],"uri":"https://coscup.org/2026/session/3LWSX3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3QLDAZ","type":113,"room":74,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T11:00:00+08:00","language":"中文","speakers":["S3HPPG"],"zh":{"title":"開源 IDE 平台擴充實戰：用 Kotlin 開發 IntelliJ Plugin","describe":"IDE 是工程師每天賴以為生的開發工具，當工具用得不順手時，是選擇抱怨、忍耐，還是發揮創客精神自己動手改？本場分享將深入介紹 IntelliJ Platform 的 Plugin 開發流程，搭配 Kotlin 語言，打造專屬於你的 IDE 擴充功能。內容涵蓋開發環境建置、專案初始化、平台擴充點介紹、選單與 UI 調整、圖示與動畫設定等實務技巧，並以客製化 IDE 進度條元件為例，示範如何改造自己的主題風格。即使你對 IDE 原始碼不熟，聽完這場也能「自己的 IDE 自己改」。工具越順手，寫 Code 也就越順心。"},"en":{"title":"Make Your IDE Your Own: Building IntelliJ Plugins with Kotlin","describe":"An IDE is the most essential daily tool for software engineers. But what do you do when it doesn't quite fit your workflow—complain, endure, or hack it yourself? This talk introduces the process of building IntelliJ Platform plugins using Kotlin, empowering you to customize your IDE to match your needs. We'll cover practical techniques including setting up the development environment, initializing the project, understanding extension points, modifying menus and UI elements, and adding icons and animations. A live example will demonstrate how to create a custom progress bar component and redesign the theme style of your IDE. Even if you're not familiar with the IDE’s source code, you’ll walk away knowing how to take full control and make your IDE truly your own. The smoother your tools, the smoother your code."},"tags":[],"uri":"https://coscup.org/2026/session/3QLDAZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3UTYSY","type":113,"room":73,"start":"2025-08-10T09:00:00+08:00","end":"2025-08-10T09:10:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"COSCUP 2025: Welcome Day 2","describe":"Welcome to COSCUP 2025"},"en":{"title":"COSCUP 2025: Welcome Day 2","describe":"Welcome to COSCUP 2025"},"tags":[],"uri":"https://coscup.org/2026/session/3UTYSY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3WGWKJ","type":113,"room":84,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"中文","speakers":["TPJARR"],"zh":{"title":"Let's Tracing Linux Kernel, MGLRU 實作與分析","describe":"Linux v6.1 引入了 MGLRU（Multi-Gen LRU），作為全新的頁面置換（Page Replacement）演算法，相較於傳統的 Active/Inactive LRU 機制，在效能與記憶體管理細緻度有顯著改善。本議程將從實作角度切入，透過程式碼閱讀與各類追蹤工具（如 perf、kprobe）分析 MGLRU 的執行流程以及相關概念。本議程包含以下內容：\r\n\r\n- 回顧傳統 LRU 機制\r\n- MGLRU 關鍵概念以及機制\r\n- 觀測 MGLRU 具體行為\r\n\r\n希望會眾在本場議程中不僅能了解 MGLRU 的核心概念以及設計，也能掌握如何觀測以及使用追蹤工具驗證 MGLRU 在系統中的實際行為。"},"en":{"title":"Let's Trace the Linux Kernel: MGLRU Implementation and Analysis","describe":"Linux v6.1 introduced MGLRU (Multi-Gen LRU) as a new page replacement algorithm. Compared to the traditional Active/Inactive LRU mechanism, MGLRU significantly improves performance and provides finer-grained memory management. This session will focus on implementation details, analyzing the execution flow and core concepts of MGLRU through source code and various tracing tools such as perf and kprobe. Topics covered will include:\r\n\r\n- A review of the traditional LRU mechanism\r\n- Key concepts and mechanisms behind MGLRU\r\n- Observing MGLRU behavior in practice\r\n\r\nI hope attendees will not only understand the core ideas and design of MGLRU but also gain hands-on insight into how to trace and verify its behavior in the Linux Kernel using tracing tools."},"tags":[],"uri":"https://coscup.org/2026/session/3WGWKJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"3WYJFG","type":117,"room":81,"start":"2025-08-09T12:00:00+08:00","end":"2025-08-09T13:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"【BoF】Product folks BoF at COSCUP ver.3 開源圈子裡的產品人","describe":"只要有心人人都是產品人，title 並不重要？總之，也許可以來聊聊，彼此認識認識。\r\n\r\n\r\n歡迎有心來到 COSCUP 但整個上午還很勉強地有聽沒懂的人來緩解一下「我在那裡我是誰」的情緒，當然也歡迎老手分享在如何運用開源招數化解產品發展難題。\r\n\r\n在一輪自我介紹後我們會用 Lean Coffee 的方式討論議題，所以帶著問題來討論是最好了 :) 如果人數在 3 人以下就純吃飯閒聊（餐點自備）；有興趣的先登記一下 Telegram 方便聯系吧 t.me/cosupproductfolks\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"en":{"title":"【BoF】Product folks BoF at COSCUP ver.3 開源圈子裡的產品人","describe":"只要有心人人都是產品人，title 並不重要？總之，也許可以來聊聊，彼此認識認識。\r\n\r\n\r\n歡迎有心來到 COSCUP 但整個上午還很勉強地有聽沒懂的人來緩解一下「我在那裡我是誰」的情緒，當然也歡迎老手分享在如何運用開源招數化解產品發展難題。\r\n\r\n在一輪自我介紹後我們會用 Lean Coffee 的方式討論議題，所以帶著問題來討論是最好了 :) 如果人數在 3 人以下就純吃飯閒聊（餐點自備）；有興趣的先登記一下 Telegram 方便聯系吧 t.me/cosupproductfolks\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"tags":[],"uri":"https://coscup.org/2026/session/3WYJFG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7F8CCK","type":113,"room":89,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T14:30:00+08:00","language":"英文","speakers":["MLHFHG"],"zh":{"title":"Why Do We Sell A Laptop Without Mainboard?","describe":"Framework Computer sells a laptop \"shell\" without a mainboard inside. It does not turn on, it does not include storage, RAM or even CPU. What do you do with it? In this talk we'd like to explain how we enabled other companies to build mainboards compatible with our laptop, as well as using our mainboard without a chassis at all, or a custom chassis."},"en":{"title":"Why Do We Sell A Laptop Without Mainboard?","describe":"Framework Computer sells a laptop \"shell\" without a mainboard inside. It does not turn on, it does not include storage, RAM or even CPU. What do you do with it? In this talk we'd like to explain how we enabled other companies to build mainboards compatible with our laptop, as well as using our mainboard without a chassis at all, or a custom chassis."},"tags":[],"uri":"https://coscup.org/2026/session/7F8CCK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7H8WE3","type":113,"room":82,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T14:00:00+08:00","language":"中文","speakers":["EKGMTT"],"zh":{"title":"深入淺出 Uniswap V4","describe":"此次分享將會介紹 V4 設計理念以及合約架構，以及其 hook 機制是如何開啟更多的 defi 樂高組合性，並且附上基礎的 hook 開發指南。"},"en":{"title":"Uniswap v4 Explained: Architecture and Hooks Made Simple","describe":"This presentation will introduce the V4 design philosophy and contract structure, and how its hook mechanism opens up more defi LEGO combinability, with a basic hook development guide. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/7H8WE3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7HYPUV","type":117,"room":84,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T16:00:00+08:00","language":"中文","speakers":["MYDS89","GX3MT7","SVWKQR","K8JT3K","7NMFHT","CEQHUW"],"zh":{"title":"Workshop - 從 0 到 1 用開源軟體 WordPress 建立自己的網站","describe":"第一堂：網域 DNS 主機概念介紹 30 mins\r\n第二堂：WordPress 部落格網站架設實戰 (前後台介紹) 60 mins\r\n第四堂：結合 AI 工具自動產生部落格文章 30 mins"},"en":{"title":"Workshop - Build your own website from 0 to 1 with the open source software WordPress.","describe":"Class 1: Introduction to Domain DNS Hosting Concepts 30 mins\r\nThe second class: WordPress blog site setup (front and backend introduction) 60 mins\r\nClass 4: Combining AI tools to automatically generate blog posts 30 mins (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/7HYPUV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7J8JAC","type":116,"room":86,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T12:30:00+08:00","language":"English","speakers":["EEE838"],"zh":{"title":"Local AI on Open Hardware: Building Privacy-Aware Intelligence Together","describe":"True privacy-aware AI requires a fundamental shift: from cloud monopolies to local intelligence running on hardware we can trust. ExpressVPN, as a new RISC-V International Strategic Member, is building this workshop with industry pioneers who are making this vision possible."},"en":{"title":"Local AI on Open Hardware: Building Privacy-Aware Intelligence Together","describe":"True privacy-aware AI requires a fundamental shift: from cloud monopolies to local intelligence running on hardware we can trust. ExpressVPN, as a new RISC-V International Strategic Member, is building this workshop with industry pioneers who are making this vision possible."},"tags":[],"uri":"https://coscup.org/2026/session/7J8JAC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7KH8TQ","type":113,"room":91,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T11:00:00+08:00","language":"中文","speakers":["DHWKZY"],"zh":{"title":"漢語族語言及臺灣原住民族語言在MediaWiki的現況（華語議程）","describe":"本議程將介紹關於漢語族語言及臺灣原住民族語言在MediaWiki的相關背景知識及現況，並針對部份技術內容講解操作過程，期望引領更多人投入MediaWiki的語言發展。"},"en":{"title":"The Status of Sinitic Languages and Formosan Languages in MediaWiki (Mandarin session)","describe":"This session will focus on the context and current status of Sinitic languages and Formosan languages in MediaWiki, with instructions to the technical details. We hope this session can lead more people join the language development of MediaWiki."},"tags":[],"uri":"https://coscup.org/2026/session/7KH8TQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7KR878","type":113,"room":87,"start":"2025-08-09T15:20:00+08:00","end":"2025-08-09T15:50:00+08:00","language":"中文","speakers":["Q9CTVF"],"zh":{"title":"對抗魔法石 Litigating Against the Philosopher’s Stone","describe":"本議程將從介紹 GitHub 與其他開源專案貢獻者、圖文作家對科技公司的團體訴訟案開始，帶領大家了解大型語言模型時代的開源授權與道德難題。"},"en":{"title":"Litigating Against the Philosopher’s Stone","describe":"This session will briefly explore the copyright and moral issues in the era of large language models (LLMs) by walking the audience through various class litigation against tech companies from FLOSS contributors, publishers, and artists alike."},"tags":[],"uri":"https://coscup.org/2026/session/7KR878","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7LE8LT","type":116,"room":92,"start":"2025-08-09T11:10:00+08:00","end":"2025-08-09T11:40:00+08:00","language":"English","speakers":["PAGJS7"],"zh":{"title":"Trusting your AI models: Building a secure cloud-native supply chain","describe":"Learn how to secure the AI/ML lifecycle using CNCF tools like KitOps, Cosign, and Kubernetes. This talk covers packaging, signing, enforcement, and compliance, without slowing down ML velocity.\r\nAI models are increasingly critical to modern applications, yet most teams treat them as opaque binaries outside the bounds of traditional software supply chain security. This talk guides participants through an end-to-end cloud-native pipeline that secures model artifacts from training to deployment. Using open tools like KitOps, Sigstore/Cosign, and Kubernetes, we’ll package a Hugging Face model, generate and verify attestations, enforce policies, and trace provenance. This is not just theory — it’s hands-on, practical, and designed to align with cloud-native workflows. Attendees will leave with patterns and tools they can immediately apply to secure AI in production."},"en":{"title":"Trusting your AI models: Building a secure cloud-native supply chain","describe":"Learn how to secure the AI/ML lifecycle using CNCF tools like KitOps, Cosign, and Kubernetes. This talk covers packaging, signing, enforcement, and compliance, without slowing down ML velocity.\r\nAI models are increasingly critical to modern applications, yet most teams treat them as opaque binaries outside the bounds of traditional software supply chain security. This talk guides participants through an end-to-end cloud-native pipeline that secures model artifacts from training to deployment. Using open tools like KitOps, Sigstore/Cosign, and Kubernetes, we’ll package a Hugging Face model, generate and verify attestations, enforce policies, and trace provenance. This is not just theory — it’s hands-on, practical, and designed to align with cloud-native workflows. Attendees will leave with patterns and tools they can immediately apply to secure AI in production."},"tags":[],"uri":"https://coscup.org/2026/session/7LE8LT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7PGUFW","type":113,"room":86,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"英文","speakers":["TQF7HH"],"zh":{"title":"OpenDesk - A European Open Source Online Collaboration Suite","describe":"OpenDesk is an online office and collaboration suite based on open source software, primarily intended to enable public administration to run a sovereign in-house collaboration stack. Covering most common corporate use cases such as online fileshare, collaborative document editing, text chat and online meetings, it is built on mature and proven open source products such as Nextcloud, Matrix and OpenXchange, tightly integrated to work seamlessly as a single software stack.\r\n\r\nStewarded by the German Center for Digital Sovereignty in Public Administration (\"Zentrum für Digitale Souveränität der Öffentlichen Verwaltung\" - ZenDiS), it is a true Public Money - Public Code project.\r\n\r\nThis talk will give a short introduction into the project itself, and show in a live demo how OpenDesk improves on existing open source projects by focusing on one aspect that is a common blocker for corporate adoption: tight integration and a consistent user experience."},"en":{"title":"OpenDesk - A European Open Source Online Collaboration Suite","describe":"OpenDesk is an online office and collaboration suite based on open source software, primarily intended to enable public administration to run a sovereign in-house collaboration stack. Covering most common corporate use cases such as online fileshare, collaborative document editing, text chat and online meetings, it is built on mature and proven open source products such as Nextcloud, Matrix and OpenXchange, tightly integrated to work seamlessly as a single software stack.\r\n\r\nStewarded by the German Center for Digital Sovereignty in Public Administration (\"Zentrum für Digitale Souveränität der Öffentlichen Verwaltung\" - ZenDiS), it is a true Public Money - Public Code project.\r\n\r\nThis talk will give a short introduction into the project itself, and show in a live demo how OpenDesk improves on existing open source projects by focusing on one aspect that is a common blocker for corporate adoption: tight integration and a consistent user experience."},"tags":[],"uri":"https://coscup.org/2026/session/7PGUFW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7PMJJQ","type":113,"room":88,"start":"2025-08-10T14:30:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"English","speakers":["KFSNTA"],"zh":{"title":"Why User Journeys matter more than ever...","describe":"In an increasingly competitive landscape, understanding and optimizing the customer experience is paramount. This includes that engineers understand which journeys a user takes through their application and what business envisions the user flow should be.\r\nWithin this talks we look at some helpful tools and techniques."},"en":{"title":"Why User Journeys matter more than ever...","describe":"In an increasingly competitive landscape, understanding and optimizing the customer experience is paramount. This includes that engineers understand which journeys a user takes through their application and what business envisions the user flow should be.\r\nWithin this talks we look at some helpful tools and techniques."},"tags":[],"uri":"https://coscup.org/2026/session/7PMJJQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7PPA8T","type":113,"room":83,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:20:00+08:00","language":"中文","speakers":["PL8BEA"],"zh":{"title":"只要一張小朋友：利用樹莓派打造物聯網攻擊工具—— HackMaster Pi","describe":"我開發了一個基於 Raspberry Pi Zero 2 W 的開源物聯網安全測試工具 HackMaster Pi，並以物聯網安全學習為目的。透過低成本的特點，集結藍牙、Wi-Fi、紅外線和 RFID 等功能，讓使用者能夠以便宜的預算學習物聯網設備的攻擊與防禦知識。\r\n\r\n投影片連結請見：[https://github.com/1PingSun/HackMaster-Pi/blob/main/keynote/HackMaster%20Pi%20Introduction%20Keynote.pdf](https://github.com/1PingSun/HackMaster-Pi/blob/main/keynote/HackMaster%20Pi%20Introduction%20Keynote.pdf)，或 Google Drive 雲端連結：[https://drive.google.com/drive/folders/1ZqCFNfG6tz7VR5vZua2AAn2tCn7cCu9W?usp=sharing](https://drive.google.com/drive/folders/1ZqCFNfG6tz7VR5vZua2AAn2tCn7cCu9W?usp=sharing)"},"en":{"title":"As Cheap as a Bill: Building an IoT Attack Tool with Raspberry Pi - HackMaster Pi","describe":"I developed HackMaster Pi, an open source IoT security testing tool based on the Raspberry Pi Zero 2 W, for the purpose of IoT security learning. By combining Bluetooth, Wi-Fi, Infrared, and RFID features at a low cost, users can learn about attacks and defenses of IoT devices on a cheap budget.\r\n\r\nFor links to the slide show, see https://github.com/1PingSun/HackMaster-Pi/blob/main/keynote/HackMaster%20Pi%20Introduction%20Keynote.pdf or Google Drive cloud link: https://drive.google.com/drive/folders/1ZqCFNfG6tz7VR5vZua2AAn2tCn7cCu9W?usp=sharing (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/7PPA8T","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7TCYBF","type":117,"room":81,"start":"2025-08-10T12:00:00+08:00","end":"2025-08-10T13:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"【BoF】開源社群經營閒聊房","describe":"在討論某個議題的時候，一群人想到可能可以直接用個 BoF 來聊深一點/廣一點/隨便一點（？）的開源社群經營議題，那反正有興趣的一起？\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"en":{"title":"【BoF】開源社群經營閒聊房","describe":"在討論某個議題的時候，一群人想到可能可以直接用個 BoF 來聊深一點/廣一點/隨便一點（？）的開源社群經營議題，那反正有興趣的一起？\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"tags":[],"uri":"https://coscup.org/2026/session/7TCYBF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7TK88M","type":97,"room":88,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["YYXZZY","VKBLJS"],"zh":{"title":"使用 Spring Cloud Contract 實踐事件驅動的微服務契約測試","describe":"1. 領域驅動設計（DDD）與事件相關模式的核心概念：\r\n - 闡述事件驅動架構（Event-Driven Architecture）如何提升微服務的彈性、可擴展性和解耦性。\r\n2. Spring Cloud Contract：實踐事件驅動契約測試的利器：\r\n- 展示如何使用 Spring Cloud Contract 定義與領域事件相關的契約。\r\n- 強調 Spring Cloud Contract 如何協助我們驗證微服務之間的事件交換，確保契約的一致性。\r\n- 透過實際範例，展示如何使用 Spring Cloud Contract 自動產生測試程式碼，並與事件相關的測試工具整合。\r\n3. 使用 Spring Cloud Contract 提升事件驅動微服務的可靠性：\r\n- 分析 Spring Cloud Contract 如何協助我們及早發現事件相關的整合錯誤，降低風險。\r\n- 探討如何利用 Spring Cloud Contract 進行自動化測試，確保事件驅動微服務的品質。\r\n- 強調 Spring Cloud Contract 如何協助我們建立可信賴的事件驅動微服務生態系。"},"en":{"title":"Implementing Event-Driven Microservice Contracts Using Spring Cloud Contract","describe":"1. Core Concepts of Domain-Driven Design (DDD) and Event-Related Patterns:\r\n- This section will explain how Event-Driven Architecture enhances the flexibility, scalability, and decoupling of microservices.\r\n2. Spring Cloud Contract: A Powerful Tool for Implementing Event-Driven Contract Testing:\r\n- Demonstrates how to use Spring Cloud Contract to define contracts related to domain events.\r\n- Emphasizes how Spring Cloud Contract helps verify event exchanges between microservices, ensuring contract consistency.\r\n- Provides practical examples to show how Spring Cloud Contract automatically generates test code and integrates with event-related testing tools.\r\n3. Enhancing the Reliability of Event-Driven Microservices with Spring Cloud Contract:\r\n- Analyzes how Spring Cloud Contract helps detect event-related integration errors early, reducing risks.\r\n- Explores how to leverage Spring Cloud Contract for automated testing to ensure the quality of event-driven microservices.\r\n- Highlights how Spring Cloud Contract assists in building a reliable ecosystem for event-driven microservices."},"tags":[],"uri":"https://coscup.org/2026/session/7TK88M","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7TLGQM","type":113,"room":79,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T14:00:00+08:00","language":"中文","speakers":["M3CM9H","3EHKG8","KR8APX"],"zh":{"title":"自旋鎖大進化：為你的多核電腦量身打造高效同步術！","describe":"在處理器技術飛速發展的時代，單純提升頻率已無法滿足效能需求，多核處理器成為主流趨勢。然而，多核架構在帶來顯著效能提升的同時，也引入了共享資源同步的挑戰。如何在多核環境中高效管理資源存取，成為作業系統與應用程式設計的核心問題。自旋鎖（Spinlock）作為一種輕量級同步機制，在此扮演了關鍵角色。本演講將深入探討自旋鎖技術的演進與創新，帶領聽眾從開源技術的視角理解同步機制的過去、現在與未來，並提供實用的開源工具與知識，為自己的電腦打造高效能的自旋鎖！\r\n\r\n演講內容分為以下三大主軸：\r\n1. glibc 的 Pthread Spinlock：\r\n  介紹 glibc 中 Pthread Spinlock 的實現原理，剖析其在多核環境下的限制，幫助聽眾建立對自旋鎖基本概念的認識。\r\n2. Linux Kernel的 QSpinlock：\r\n  探討 Linux 核心中 QSpinlock 的設計與運作機制，分析其如何改善傳統自旋鎖的問題，並討論其在高競爭場景下的不足之處。\r\n3. RON Spinlock：\r\n  介紹實驗室開發的 RON Spinlock ，這是一種基於路由表（Routing Table）的自旋鎖，透過預計算核心間的最短環形路徑，生成高效的鎖定-解鎖順序，顯著降低核心間通訊成本與等待時間，在保證公平性的同時，還能以較低成本達到更高效能。\r\n\r\n聽眾將從本演講中獲得自旋鎖技術的全面知識，並認識 RON Spinlock 的創新設計。我們將提供程式碼讓聽眾量測自己電腦的 core-to-core latency ，並根據結果建立專屬的 Routing Table ，在 user space 打造高效能自旋鎖。所有的相關程式碼與文件將上傳至GitHub，提供社群交流與應用。"},"en":{"title":"Spinlocks Reimagined: Enhancing Synchronization in Multi-Core Systems","describe":"In the era of rapid processor advancements, simply increasing clock frequency no longer meets performance demands, making multi-core processors the dominant trend. While multi-core architectures deliver significant performance gains, they also introduce challenges in synchronizing shared resources. Efficiently managing resource access in multi-core environments has become a central issue in operating system and application design. Spinlocks, as a lightweight synchronization mechanism, play a critical role in addressing these challenges. This talk will delve into the evolution and innovation of spinlock technologies, guiding attendees through the past, present, and future of synchronization from an open-source perspective, while providing practical open-source tools and knowledge to build high-performance spinlocks tailored to their own systems.\r\n\r\nThe presentation is structured into three main segments:\r\n1. glibc's Pthread Spinlock:\r\nExplore the implementation principles of Pthread Spinlock in glibc, dissecting its limitations in multi-core settings to help attendees grasp fundamental spinlock concepts.\r\n2. Linux Kernel's QSpinlock:\r\nExamine the design and operational mechanisms of QSpinlock in the Linux kernel, analyzing how it improves upon traditional spinlocks and addressing its shortcomings in high-contention scenarios.\r\n3. RON Spinlock:\r\nIntroduce RON Spinlock, developed by our lab, a routing table-based spinlock that pre-calculates the shortest circular path between cores to generate an efficient lock-unlock sequence. This approach significantly reduces inter-core communication costs and waiting times, achieving higher performance at a lower cost while ensuring fairness.\r\n\r\nAttendees will gain comprehensive insights into spinlock technologies and learn about the innovative design of RON Spinlock. We will provide code for measuring core-to-core latency on attendees’ own systems, enabling them to build customized Routing Tables and create high-performance spinlocks in user space. All related code and documentation will be uploaded to GitHub for community collaboration and application."},"tags":[],"uri":"https://coscup.org/2026/session/7TLGQM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7YFVJV","type":113,"room":84,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"中文","speakers":["SBL3AF"],"zh":{"title":"How the Android Keystore works - A Hardware-backed Crypto Service","describe":"現代作業系統將儲存金鑰的系統獨立出來，儲存金鑰的系統底層通常會交給專有硬體或 SoC 實作，一般軟體僅能夠透過 API 傳入需要操作的資料並接收操作完的結果，而 Android Keystore 就是一個這樣的系統。\r\n本次議程會以一般的 Android App 視角追蹤 Android SDK 與 keystored 服務的互動過程與 keystored 服務運作邏輯，並分享以 Rust 實作一支 keystore CLI 直接跟 keystored 互動的經驗。"},"en":{"title":"How the Android Keystore works - A Hardware-backed Crypto Service","describe":"Modern operating systems separate the key storage system from self, the key storage system is usually implemented by proprietary hardware or SoCs, and general application can only input data and receive the result of the operation through API, and the Android Keystore is such a system.\r\nThis session will focus on the process of tracking how Android SDK interacts with keystored service from normal Android App perspective and the logic of keystored service, also I will share experience of how to develop a keystore CLI to interact with keystored service directly."},"tags":[],"uri":"https://coscup.org/2026/session/7YFVJV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"7YYW3Z","type":113,"room":76,"start":"2025-08-10T15:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["VPADA8"],"zh":{"title":"如何縮小我們與 PVE 間的距離","describe":"Proxmox VE, PVE 是一個硬體相容性極高的虛擬化系統, 可以用一般的桌上型電腦, 亦可以用伺服器主機. 為了讓 PVE 能應用在企業環境中, 需要提高穩定度和可靠度, 可快速建置 PVE cluster 為超融合系統, 透過 SRE 長期維運 Linux 系統的角度之下, 仍可透過以下各項調校, 以提供 PVE 穩定度及可靠度\r\n\r\n- 作業系統備援\r\n- 強化 LVM\r\n- HBA, non-RAID 支援\r\n- share storage 的使用\r\n- 網路調校\r\n- VMID 活用\r\n- 混用 AMD/Intel CPU\r\n\r\n希望透過一些踩坑經驗, 縮小 IT 人員與 PVE 間的距離, 讓 PVE 虛擬化技術能更快又穩定的應用在需要的場域之中\r\n\r\n簡報連結\r\nhttps://drive.google.com/file/d/1VBE_553TvX_fcE-9nqwDxVQNvlyR5fLn/view?usp=sharing\r\nhttps://www.slideshare.net/slideshow/20250810-coscup-2025-tr210-pve/282320537"},"en":{"title":"How to reduce the distance between us and the PVEs","describe":"Proxmox VE, PVE is a highly hardware-compatible virtualization system that can be used on desktops and servers. In order for PVE to be used in enterprise environments where stability and reliability need to be improved, PVE clusters can be quickly built as hyper-converged systems, and from the perspective of SRE's long-term maintenance of Linux systems, the following can still be tuned to provide PVE stability and reliability\r\n\r\n- Operating system redundancy\r\n- Enhanced LVM\r\n- HBA, non-RAID support\r\n- Use of share storage\r\n- Network Tuning\r\n- VMID activation\r\n- Mixed AMD/Intel CPU\r\n\r\nI hope that through the experience of stepping on the pitfalls, the distance between IT staff and PVE can be narrowed, so that the PVE virtualization technology can be applied in the required field more quickly and stably. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/7YYW3Z","co_write":null,"qa":null,"slide":null,"record":null},{"id":"83BV7Z","type":113,"room":82,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"中文","speakers":["CEYQ7B"],"zh":{"title":"L2 Sequencer Design","describe":"過去一年 L2 的數量大爆發，每天都有新的 L2 推出。它們大部分都是基於 OP Stack、Arbitrum 或 zkSync 等等著名的技術架構去開發或甚至直接推出，因此最基本的確保「安全性」這一塊的設計都大同小異，例如挑戰機制、證明系統、狀態推導函式（Derivation Function）、狀態轉換函式（State Transition Function）等等，因為 L2 項目方沒有必要去特別改動安全性相關的設計。\r\n另一方面，如何排序打包交易則不影響安全性，因此在「如何排序交易」這一塊的設計上就陸續有新的設計推出，每個 L2 也按照自己的偏好去選擇交易排序的機制。從最早的 Centralized Sequencing 到 Decentralized Sequencing，再到最近的 Based Sequencing 和用 TEE 進行 Sequencing，這場演講將交易排序設計的考量，並介紹不同設計的優缺點。"},"en":{"title":"L2 Sequencer Design","describe":"The number of L2s has exploded in the past year, with new L2s being released every day. Most of them are developed or even launched directly based on famous technical frameworks such as OP Stack, Arbitrum, or zkSync, so the most basic design to ensure security is similar, such as challenge mechanism, proof system, Derivation Function, State Transition Function, and so on, because there is no need for L2 project owners to change the security-related design. The L2 project does not need to change the security-related design because there is no need to change the security-related design.\r\nOn the other hand, how to sort packaged transactions does not affect security, so new designs have been introduced in the \"how to sort transactions\" area, and each L2 also chooses the transaction sorting mechanism according to its own preference. From the earliest Centralized Sequencing to Decentralized Sequencing, to the recent Based Sequencing and Sequencing with TEE, this talk will consider the design of transaction sequencing and introduce the advantages and disadvantages of different designs. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/83BV7Z","co_write":null,"qa":null,"slide":null,"record":null},{"id":"88R8ZP","type":113,"room":90,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T11:30:00+08:00","language":"中文","speakers":["QWBSWP","DT9CZC"],"zh":{"title":"Tor 在網路監控的世界中捍衛個人線上隱私權","describe":"除了工作坊活動外，我們也想把握這次機會，一起來探討新聞媒體、獨立記者、公民團體與開源科技社群共同參與的可能，當然也想要邀請大家一起討論對於「匿名網路社群」的想像，我們可以透過怎樣的協助，不論在技術或是資源上的協調，希望透過這次的**圓桌討論會議**找到更多的可能！\r\n\r\n這次工作坊唯一一個議程講座，我們將回顧 Roger 於 RightsCon 2025 台北時舉辦的講座內容，帶您瞭解 Tor 目前在世界各地的狀況，一般大眾是如何誤解 Tor 洋蔥路由網路（或是俗稱的暗網），如何保護個人隱私推動網路自由相關的政策。\r\n\r\n**工作坊講座：Tor 在網路監控的世界中捍衛個人線上隱私權**\r\n\r\n- 回顧 Tor Project 創辦人分享網路自由的狀況、Tor 在使用者隱私保護的努力。\r\n- 技術濫用提醒，被不正當使用或是誤解，對暗網有刻板印象，如何改善這樣的狀況。\r\n- 教育使用者如何保護個人隱私、支持或參與相關的政策倡議工作來推動合理的網路自由政策。\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1030\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net"},"en":{"title":"Workshop Lecture: Tor: Defending your online privacy in a surveillance world","describe":"In addition to the **workshop activities**, we would like to take this opportunity to explore the possibilities for collaboration among news media, independent journalists, civil society organizations, and the open-source technology community. We also wish to invite everyone to discuss your visions for future \"anonymous online communities.\" We hope to find more possibilities through this roundtable discussion by exploring how we can assist, whether in terms of technology or resource coordination. \r\n\r\nIn the only lecture session of this workshop, we will revisit the content of Roger’s presentation at RightsCon 2025 in Taipei. This will provide you with insights into the current status of Tor worldwide, how the general public misunderstands the Tor onion routing network (commonly referred to as the dark web), and how to protect personal privacy while promoting internet freedom-related policies.\r\n\r\nWorkshop Lecture: Tor: Defending your online privacy in a surveillance world\r\n\r\n- Reviewing the Tor Project founder's discussion on the state of internet freedom and Tor's efforts in protecting user privacy.\r\n- Reminder on the misuse of technology: How can we address improper use or misunderstandings that lead to stereotypes about the dark web?\r\n- Educate users on how to protect their personal privacy, and support or participate in relevant policy advocacy efforts to promote reasonable internet freedom policies.\r\n\r\nFor more detailed information about the event, please refer to the following page: \r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1030\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net"},"tags":[],"uri":"https://coscup.org/2026/session/88R8ZP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"88YPKX","type":113,"room":93,"start":"2025-08-10T10:15:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"English","speakers":["FPNLZG"],"zh":{"title":"An Introduction to the Open-Source Firmware Foundation","describe":"An introduction to the Open-Source Firmware Track and the Open-Source Firmware Foundation"},"en":{"title":"An Introduction to the Open-Source Firmware Foundation","describe":"An introduction to the Open-Source Firmware Track and the Open-Source Firmware Foundation"},"tags":[],"uri":"https://coscup.org/2026/session/88YPKX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8ATELR","type":113,"room":78,"start":"2025-08-10T13:20:00+08:00","end":"2025-08-10T13:50:00+08:00","language":"中文","speakers":["NDRNGR"],"zh":{"title":"ESCSS - 逃離開發者噩夢","describe":"身為開發者，是否正為維護 Legacy 專案、苦尋 Bug 而煩惱？\r\n\r\n身為開源專案作者，是否對收入困境、專案可持續性感到無力？\r\n\r\n身為為生活奮鬥的人，在 AI 浪潮與裁員風氣下，對求職市場感到迷茫？ \r\n\r\nESCSS 的願景是期望建立一個『共享收益』雙重授權（AGPL + 商業授權）為核心的模式，而為個人、社群與公司，構築一個健康、可持續且共贏開源生態。\r\n\r\n議程中，將深入闡述如何串聯起此願景，並介紹其帶來的實用工具：\r\n\r\n    - ESCSS(escapes CSS)：一套改良自 BEM 的方法論，協助快速找出問題，大幅提升專案維護性與 QA 效率。\r\n\r\n    - ESCSS-SCSS：結合 Sass/SCSS 的強大與 Tailwind CSS 的靈活，提供高效且彈性的 CSS 編寫模式。\r\n\r\n    - ESCSS-ESTest：輕量高效的 JavaScript 測試函式庫，協助您在開發早期捕捉錯誤，且不影響原有專案架構。\r\n\r\n歡迎來參加，一起聊聊、交流彼此的想法！"},"en":{"title":"Over 50 Years Later: Does a Silver Bullet Exist?","describe":"Are you a developer struggling with maintaining legacy projects and tirelessly hunting for bugs?\r\n\r\nAs an open-source project author, do you feel powerless against income struggles and the challenge of project sustainability?\r\n\r\nAnd as someone striving for a living, are you feeling lost in the job market amidst the AI wave and recent layoffs?\r\n\r\nThe vision for ESCSS is to build a healthy, sustainable, and win-win ecosystem for individuals, communities, and companies, centered around a \"revenue-sharing\" dual-licensing model (AGPL + Commercial License).\r\n\r\nIn this session, we'll dive deep into how this vision connects everything and introduce the practical tools it brings:\r\n\r\n    ESCSS (escapes CSS): A methodology, improved from BEM, that significantly boosts project readability and maintainability, helping you say goodbye to clutter and quickly pinpoint issues.\r\n\r\n    ESCSS-SCSS: Combines the power of Sass/SCSS with the flexibility of Tailwind CSS to offer an efficient and adaptable CSS writing pattern.\r\n\r\n    ESCSS-ESTest: A lightweight and efficient JavaScript testing library that helps you catch errors early in development without affecting your existing project architecture.\r\n\r\nCome join us to chat and exchange ideas!"},"tags":[],"uri":"https://coscup.org/2026/session/8ATELR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8GJS7Q","type":113,"room":72,"start":"2025-08-10T14:40:00+08:00","end":"2025-08-10T15:20:00+08:00","language":"中文","speakers":["3FMGWR"],"zh":{"title":"Personal FinOps with PostgreSQL","describe":"從個人的帳務來瞭解 FinOps\r\n以 PostgreSQL 為例來處理 FinOps"},"en":{"title":"Personal FinOps with PostgreSQL","describe":"Understanding FinOps from a Personal Accounting Perspective\r\nFinOps with PostgreSQL as an Example (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/8GJS7Q","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8GQUQS","type":113,"room":71,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:20:00+08:00","language":"英文","speakers":["VJCP9S"],"zh":{"title":"Odoo x AI: How AI ERP Is Transforming Enterprise Operations","describe":"In this talk, we explore how combining the modular power of Odoo with the capabilities of Generative AI (GenAI) is revolutionizing enterprise resource planning and driving the next wave of business automation. As companies seek faster, smarter, and more adaptive systems, the fusion of open-source ERP with GenAI presents a game-changing opportunity.\r\n\r\nKey takeaways include:\r\n- Why GenAI is a turning point for ERP systems\r\n- How to integrate LLMs like ChatGPT with Odoo using tools like RAG (Retrieval-Augmented Generation) and company knowledge bases\r\n- Real-world applications of AI in accounting, HR, procurement, customer service, and sales modules\r\n- Live demo: Building an AI assistant in Odoo for internal Q&A, smart form filling, and process automation\r\n- Strategy and risk considerations when adopting AI-driven ERP solutions\r\n\r\nWith a mix of technical insights and practical examples, this session will demonstrate how AI ERP is no longer a vision for the future—it’s a tangible solution that even small and medium-sized businesses can implement today."},"en":{"title":"Odoo x AI: AI ERP Revolution","describe":"AI ERP"},"tags":[],"uri":"https://coscup.org/2026/session/8GQUQS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8H9TN3","type":113,"room":73,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"其他","speakers":["PVE3QK"],"zh":{"title":"Taiwan Tongues台灣語言語料庫開源的奇航","describe":"在生成式AI的世界中，各區域非強勢語言可能面臨弱勢的情況。我們是如何號召以及整合在地語言及語料，結合IMA協會＆文學界(胡長松作家及眾多文學作家)、學術界(陽明交通大學廖元甫教授)、與AI工程界(群聯電子林緯技術長)，聯手打造更懂得台灣在地語言與語境的LLM ! \r\n\r\n邀請您來了解這段台灣在地語言開源的奇航，您會聽到：\r\n1. 號召台灣文學界開源台灣本土語料的奇幻旅程\r\n2. 開源語料庫Taiwan Tongues (台灣語言通用語料庫)介紹\r\n3. 如何運用Taiwan在地語料(以台語為例)，訓練一個最懂台灣語言的LLM\r\n4. 訓練方法及程式都開源，讓你也能隨手打造自己的台灣LLM\r\n5. 發揮創意打造自己的台灣在地語言LLM應用"},"en":{"title":"The Remarkable Journey of Open-Sourcing the Taiwan Tongues Language Corpus","describe":"In the world of generative AI, non-dominant languages in various regions may face marginalization. How did we rally and integrate local languages and corpora, collaborating with the IMA Association, the literary community (writer Chang-Song Hu and numerous other literary figures), academia (Professor Yuan-Fu Liao from National Yang Ming Chiao Tung University), and the AI engineering sector (Phison Electronics) to create an LLM that better understands Taiwan’s local languages and contexts?\r\n\r\nJoin us to learn about this remarkable journey of open-sourcing Taiwan’s local languages. You will hear about:\r\n\r\nThe fantastical journey of rallying Taiwan’s literary community to open-source local language corpora.\r\nAn introduction to the open-source corpus Taiwan Tongues (Taiwan General Language Corpus).\r\nHow to use Taiwan’s local corpora (using Taiwanese Hokkien as an example) to train an LLM that deeply understands Taiwan’s languages.\r\nOpen-sourced training methods and code, enabling you to easily create your own Taiwan-specific LLM.\r\nUnleashing creativity to build your own applications for Taiwan’s local language LLMs."},"tags":[],"uri":"https://coscup.org/2026/session/8H9TN3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8QYRB9","type":116,"room":77,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"Mandarin","speakers":["GJCLTU"],"zh":{"title":"Apache Cloudberry (Incubating) – An Ture Open-Source MPP Database for AI-Driven Analytics on PostgreSQL","describe":"Apache Cloudberry (Incubating) is an open-source MPP database built on PostgreSQL and optimized for AI and large-scale analytics. This talk shares the open-source journey from Greenplum—initially open, later closed, and ultimately forked into Apache Cloudberry under the Apache Incubator.\r\n\r\nWe’ll explore Cloudberry’s AI-native capabilities like pgvector, LLM-based semantic search, and in-database ML using PL/Python and PL/R. You’ll also learn how Cloudberry provides scalable query performance, access to external data lakes, and built-in security via Transparent Data Encryption.\r\n\r\nWhether you’re building AI pipelines or advocating for open data platforms, this session highlights how Cloudberry blends PostgreSQL reliability with modern, open MPP design—driven by community and transparency."},"en":{"title":"Apache Cloudberry (Incubating) – An Ture Open-Source MPP Database for AI-Driven Analytics on PostgreSQL","describe":"Apache Cloudberry (Incubating) is an open-source MPP database built on PostgreSQL and optimized for AI and large-scale analytics. This talk shares the open-source journey from Greenplum—initially open, later closed, and ultimately forked into Apache Cloudberry under the Apache Incubator.\r\n\r\nWe’ll explore Cloudberry’s AI-native capabilities like pgvector, LLM-based semantic search, and in-database ML using PL/Python and PL/R. You’ll also learn how Cloudberry provides scalable query performance, access to external data lakes, and built-in security via Transparent Data Encryption.\r\n\r\nWhether you’re building AI pipelines or advocating for open data platforms, this session highlights how Cloudberry blends PostgreSQL reliability with modern, open MPP design—driven by community and transparency."},"tags":[],"uri":"https://coscup.org/2026/session/8QYRB9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8RYGNR","type":113,"room":84,"start":"2025-08-10T15:00:00+08:00","end":"2025-08-10T15:30:00+08:00","language":"中文","speakers":["DHQ9NX"],"zh":{"title":"裝置端 AI 的效能調校：工具、瓶頸與最佳實踐","describe":"在移動裝置上部署 AI/ML 應用，從模型能「跑起來」，到「跑得好」，中間還有一段值得深究的距離。如何在有限的運算資源與功耗預算下，達成高效能、穩定且流暢的 AI 體驗，正是開發者必須面對的挑戰。\r\n\r\n本主題將介紹開發者如何善用效能分析工具，找出模型運行過程中的運算熱點與記憶體瓶頸，並針對不同平台進行實務優化。內容也將涵蓋模型選型、推論框架選擇與部署流程中常見的關鍵考量。\r\n\r\n如果你關心如何讓 AI 在手機與邊緣裝置上執行得更快速、更穩定、更省電，這場分享將提供具體做法與實戰經驗，協助你打造真正貼近使用者體驗的 AI 解決方案。"},"en":{"title":"Performance Tuning for On-Device AI: Tools, Bottlenecks, and Best Practices","describe":"Deploying AI/ML applications on mobile and edge devices involves more than just getting the model to run — making it run efficiently, smoothly, and within power constraints is a much greater challenge.\r\n\r\nThis session explores how developers can leverage performance profiling tools to identify computational hotspots and memory bottlenecks during on-device inference, and how to apply targeted optimisations based on real-world constraints. It will also cover key considerations such as model selection, framework choices, and deployment trade-offs across different platforms.\r\n\r\nIf you’re looking to make your AI applications faster, more stable, and power-efficient on mobile or edge devices, this talk will provide practical guidance and hands-on insights to help you deliver real-world AI experiences that truly perform."},"tags":[],"uri":"https://coscup.org/2026/session/8RYGNR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8TFNNU","type":113,"room":88,"start":"2025-08-10T09:30:00+08:00","end":"2025-08-10T10:00:00+08:00","language":"中文","speakers":["QZCYVZ"],"zh":{"title":"位元組碼操縱大對決：淺談 Minecraft 模組製作","describe":"在本議程中，我們將會初步探討 Minecraft 模組社群是如何讓 Modding 得以實現，同時基於其 Forge Coremod 的早期設計，帶入到近期的位元組碼操縱技術  Spongepowered Mixin，比較兩者技術間的適用場景及各自優劣。最後藉由探討實際社群的使用案例來總結現今模組製作的挑戰。"},"en":{"title":"Bytecode Manipulation Showdown: A breif look of modding in Minecraft","describe":"In this session, we'll talk about how minecraft modding community makes modding possible, comparing bytecode manipulation solutions in minecraft, from old school Forge Coremod approach to recent Spongepowered Mixin , and discussing their pros and cons, and usage scenarios. Finally, by discussing real world's usage to conclude the challenge of modding in recent years."},"tags":[],"uri":"https://coscup.org/2026/session/8TFNNU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8W8G3J","type":113,"room":75,"start":"2025-08-09T15:15:00+08:00","end":"2025-08-09T15:45:00+08:00","language":"English","speakers":["88WTSS"],"zh":{"title":"Understanding Ruby Grammar Through Conflicts","describe":"Have you ever created a parser using an LR parser generator such as Lrama or GNU Bison? If so, you've likely encountered conflicts – perhaps even many times – leaving you feeling lost and unsure of what to do. However, conflicts offer incredibly valuable insights for understanding the grammar of programming languages.\r\nIn this presentation, we will delve into the structure of Ruby's grammar by intentionally introducing changes to its syntax, triggering conflicts, and then analyzing those conflicts. Through this process, we aim to deepen our understanding of how Ruby's grammar is constructed."},"en":{"title":"Understanding Ruby Grammar Through Conflicts","describe":"Have you ever created a parser using an LR parser generator such as Lrama or GNU Bison? If so, you've likely encountered conflicts – perhaps even many times – leaving you feeling lost and unsure of what to do. However, conflicts offer incredibly valuable insights for understanding the grammar of programming languages.\r\nIn this presentation, we will delve into the structure of Ruby's grammar by intentionally introducing changes to its syntax, triggering conflicts, and then analyzing those conflicts. Through this process, we aim to deepen our understanding of how Ruby's grammar is constructed."},"tags":[],"uri":"https://coscup.org/2026/session/8W8G3J","co_write":null,"qa":null,"slide":null,"record":null},{"id":"8X3NRV","type":116,"room":73,"start":"2025-08-09T09:35:00+08:00","end":"2025-08-09T10:20:00+08:00","language":"英文","speakers":["DBXJG8"],"zh":{"title":"[Prime Session] Programming Language for AI age","describe":"What is the best language for AI age? (You can guess from the name of the presenter). What is characteristics of programming language for AI age?"},"en":{"title":"[Prime Session] Programming Language for AI age","describe":"What is the best language for AI age? (You can guess from the name of the presenter). What is characteristics of programming language for AI age?"},"tags":[],"uri":"https://coscup.org/2026/session/8X3NRV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"9PN8N7","type":97,"room":82,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["DABTYH"],"zh":{"title":"你的合約還在裸奔嗎？快讓 Certora 給它穿上數學護甲！","describe":"在區塊鏈和 DeFi 協議中，Smart Contract 的安全性至關重要。然而，傳統的單元測試和模糊測試往往無法覆蓋所有潛在漏洞，尤其是邏輯錯誤和數學不變式等問題。Certora 以數學為基礎，利用形式化驗證 (Formal Verification) 技術，從根本上保障 Smart Contract 的安全性。\r\n\r\n本次演講將介紹 Certora 的驗證工具及其核心技術，並解析 Certora Verification Language (CVL) 如何幫助合約開發者進行高精度邏輯驗證。透過實際案例，探討 Certora 如何在眾多安全事件中發揮至關重要的作用。"},"en":{"title":"Is Your Contract Still Running Naked? Let Certora Armor It with Mathematical Protection!","describe":"In blockchain and DeFi protocols, the security of Smart Contracts is of paramount importance. However, traditional unit testing and fuzz testing often fail to cover all potential vulnerabilities, especially logical errors and mathematical invariants. Certora, based on mathematical principles, utilizes Formal Verification technology to fundamentally ensure the security of Smart Contracts.\r\n\r\nThis presentation will introduce Certora’s verification tools and core technologies, and analyze how the Certora Verification Language (CVL) helps contract developers conduct high-precision logical verification. Through real-world cases, we will explore how Certora plays a crucial role in addressing numerous security incidents."},"tags":[],"uri":"https://coscup.org/2026/session/9PN8N7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"9WWPVF","type":113,"room":79,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"英文","speakers":["XU98RX"],"zh":{"title":"Build a system with the filesystem maintained by OSTree","describe":"從 OSTree 的網站介紹 [1]，可以了解它是一個基於 Linux 作業系統的升級管理工具，可以對檔案系統 (filesystem) 進行 atomic upgrade。主要的概念是，在 server side 把程式安裝、組合好，再複製到 client side。如果用簡短的註解來說，就像「用 Git 來管理作業系統的檔案系統」。這樣的特性，確保了執行環境一定程度的一致性，進而達到期望的系統穩定。小如 Linux 的 flatpak 套件管理系統，就是利用 OSTree 實做 sandbox 裡的 filesystem 管理。大到作業系統的 filesystem，可適用於工業、車用控制系統的 over-the-air (OTA) update。本次將以 Alpine Linux 為基礎，分享打造一個使用 OSTree 管理 filesystem 的作業系統經驗。\r\n\r\n[1]: https://ostreedev.github.io/ostree/introduction/"},"en":{"title":"Build a system with the filesystem maintained by OSTree","describe":"From OSTree's introduction [1]: OSTree is an upgrade system for Linux-based operating systems that performs atomic upgrades of complete filesystem trees.  A primary model is composing packages on a server, and then replicating them to clients.  The underlying architecture might be summarized as “git for operating system binaries”.\r\n\r\nSuch characteristics ensure the consistency in the execution environment, thereby achieving the expected system stability.  For example, flatpak, one of Linux app manager implements the filesystem with OSTree in the sandbox.  If OSTree goes with an OS filesystem, this feature is applicable to over-the-air (OTA) updates of industrial and automotive control systems.  This talk will share the experience of constructing an operating system with a filesystem managed by OSTree.\r\n\r\n[1]: https://ostreedev.github.io/ostree/introduction/"},"tags":[],"uri":"https://coscup.org/2026/session/9WWPVF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"9XPJBU","type":117,"room":96,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"Hacking Corner 1 DAY2","describe":"Hacking Corner 是一個能容納 10 人左右的交誼廳，供會眾自由交流！這是一個可以從快速打牌遊戲到進行長達數小時的開源馬拉松的多功能空間。無論是15分鐘的急速腦力激盪還是一場兩小時的代碼冒險，這裡都是實現你的創意與夢想的場所。\r\n\r\n記得至此下方連結閱讀注意事項並登記。 https://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"Hacking Corner 1 DAY2","describe":"The hacking corner is a free space for casual gatherings, which can hold up to 10 people. There is no time limit in the hacking corner. You can play card games with friends for 15 minutes between talks or run a two-hour open-source sprint here. Also, multiple events are available at the same time. It is all up to you!\r\n\r\nPlease review the guidelines and sign up using the following link: https://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/9XPJBU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"9XX8RB","type":116,"room":78,"start":"2025-08-10T15:20:00+08:00","end":"2025-08-10T15:50:00+08:00","language":"中文","speakers":["H8FT88"],"zh":{"title":"Context Engineering x 前端？","describe":"近年 AI 浪潮掀起，輔助前端開發的工具如雨後春筍般冒出，但 AI 幻覺狀況未被緩解的情況下，為何還是有許多開發者投入其中甚至是迎浪而起？此議程將會分享實戰中講者是如何將 AI 輔助工具導入前端開發流程裡，試著讓那些幻覺變得可控。\r\n\r\n較不適合的對象：\r\n- 對 AI 協作已有大量的實務經驗\r\n- 已會透過 Rule File 建構 AI 協作流程\r\n\r\n適合對象：\r\n- 從未接觸過 AI 協作工具但想嘗試看看\r\n- 有使用 AI 協作工具但覺得沒這麼好用\r\n\r\n此議程將會談談的內容（當天根據現場會眾使用經驗/職位會略微動態調整）：\r\n- Intro: Vibe Engineering - 5mins\r\n- Prompt Engineering - 7mins\r\n- Context Engineering - 8mins\r\n- Think/Design Workflow: 實戰中的討論與問題 - 5min\r\n- Q & A: 來聊聊會眾遇到的問題與更同討論有沒有更好的做法 - 5mins\r\n\r\n此議程中會提到的工具/功能：\r\n- VSCode Extensions: Copilot Chat/ Copilot Agent\r\n- VSCode Extensions: Cline\r\n- VSCode Copilot Custom Instructions/Prompt\r\n\r\n預期這次分享的經驗中會眾會帶走的：\r\n- 習得建構 AI 工作流的能力，應用於不同的 AI 協作工具與開發工具當中\r\n- 導入技術時可能會遇到的問題與解決策略"},"en":{"title":"Vibe Engineering x Frontend Development","describe":"With the AI wave in recent years, tools to assist front-end development are popping up all over the place, but why are so many developers getting involved and even rising to the occasion when the AI illusion has not yet been mitigated? In this session, we will share how speakers in the real world have introduced AI-assisted tools into the front-end development process, trying to make those illusions manageable.\r\n\r\nThe content of this session (will be slightly adjusted on the day according to the audience's experience/position):\r\n- Intro: Vibe Engineering - 5mins\r\n- Prompt Engineering: Old Friends - 5mins\r\n- Security: What you should be aware of when using these tools - 5mins\r\n- Success Cases: Practical Uses and Problems - 10mins\r\n- Q & A: Let's talk about the problems the congregation is having and discuss if there are better ways to do things - 5mins\r\n\r\nTools/features that will be mentioned in this session:\r\n- VSCode Extensions: Copilot Chat/ Copilot Agent\r\n- VSCode Extensions: Cline\r\n- VSCode Copilot Custom Instructions/Prompt\r\n\r\nIt is expected that the congregation will take away from the experience shared in this session:\r\n- The ability to build AI workflows that can be applied to different AI collaboration and development tools.\r\n- Problems and strategies to solve them when introducing the technology (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/9XX8RB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"A9N8ZE","type":113,"room":77,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"其他","speakers":["ZR9ZP9"],"zh":{"title":"Leaning Swift: a Stupid Way","describe":"This presentation will explore the use of private frameworks within Apple's ecosystems (such as iOS and macOS) using the Swift programming language. Since its public release by Apple in 2014, the open-source Swift language has assumed an increasingly pivotal role. Historically, Apple frameworks primarily exposed APIs in Objective-C, C++, or C. However, a significant trend shows more frameworks—both public and private—now adding Swift interfaces or, in some cases, exclusively providing Swift APIs. While abundant resources exist for reverse-engineering frameworks based on Objective-C, C++, and C, there is a comparative scarcity of information for those exposing Swift APIs.\r\n\r\nIn this talk, we will cover:\r\n  1. How to utilize a private framework that exposes Swift APIs.\r\n  2. What relevant open-source tools are available for this purpose.\r\n  3. Code to achieve functionality similar to or potentially surpassing Apple's /usr/bin/modelcatalogdump utility."},"en":{"title":"Leaning Swift: a Stupid Way","describe":"This presentation will explore the use of private frameworks within Apple's ecosystems (such as iOS and macOS) using the Swift programming language. Since its public release by Apple in 2014, the open-source Swift language has assumed an increasingly pivotal role. Historically, Apple frameworks primarily exposed APIs in Objective-C, C++, or C. However, a significant trend shows more frameworks—both public and private—now adding Swift interfaces or, in some cases, exclusively providing Swift APIs. While abundant resources exist for reverse-engineering frameworks based on Objective-C, C++, and C, there is a comparative scarcity of information for those exposing Swift APIs.\r\n\r\nIn this talk, we will cover:\r\n  1. How to utilize a private framework that exposes Swift APIs.\r\n  2. What relevant open-source tools are available for this purpose.\r\n  3. Code to achieve functionality similar to or potentially surpassing Apple's /usr/bin/modelcatalogdump utility."},"tags":[],"uri":"https://coscup.org/2026/session/A9N8ZE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ACJNJL","type":97,"room":91,"start":"2025-08-09T11:15:00+08:00","end":"2025-08-09T11:45:00+08:00","language":"中文","speakers":["PL8BEA"],"zh":{"title":"只要一張小朋友：利用樹莓派打造物聯網攻擊工具—— HackMaster Pi","describe":"我開發了一個基於 Raspberry Pi Zero 2 W 的開源物聯網安全測試工具 HackMaster Pi，並以物聯網安全學習為目的。透過低成本的特點，集結藍牙、Wi-Fi、紅外線和 RFID 等功能，讓使用者能夠以便宜的預算學習物聯網設備的攻擊與防禦知識。\r\n\r\n投影片連結請見：[https://github.com/1PingSun/HackMaster-Pi/blob/main/keynote/HackMaster%20Pi%20Introduction%20Keynote.pdf](https://github.com/1PingSun/HackMaster-Pi/blob/main/keynote/HackMaster%20Pi%20Introduction%20Keynote.pdf)，或 Google Drive 雲端連結：[https://drive.google.com/drive/folders/1ZqCFNfG6tz7VR5vZua2AAn2tCn7cCu9W?usp=sharing](https://drive.google.com/drive/folders/1ZqCFNfG6tz7VR5vZua2AAn2tCn7cCu9W?usp=sharing)"},"en":{"title":"Building an IoT Attack Tool with Raspberry Pi — HackMaster Pi","describe":"I've developed an open-source IoT security testing tool called HackMaster Pi based on the Raspberry Pi Zero 2 W, with IoT security learning as its purpose. Through its low-cost characteristics, it combines Bluetooth, Wi-Fi, infrared, and RFID functionalities, allowing users to learn about IoT device attack and defense knowledge on an affordable budget."},"tags":[],"uri":"https://coscup.org/2026/session/ACJNJL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ADNQ9Y","type":116,"room":71,"start":"2025-08-10T10:50:00+08:00","end":"2025-08-10T11:20:00+08:00","language":"中文","speakers":["TEVUMP"],"zh":{"title":"New Radio-Dual Connectivity(NR-DC) in free5GC","describe":"New Radio - Dual Connectivity (NR-DC) is a key mechanism in the 5G architecture for enhancing bandwidth and connection flexibility, allowing a UE to simultaneously transmit data through two radio access nodes.\r\n\r\nThis session presents my implementation and testing of NR-DC functionality within the free5GC core network. The work focuses on the following aspects:\r\n\r\n- Analyzing and extending the signaling procedures required for NR-DC in free5GC, particularly NGAP and GTP-U control-plane logic.\r\n- Modifying and extending the SMF module to support the establishment of Master gNB (MgNB) and Secondary gNB (SgNB) contexts.\r\n- Verifying the setup and routing of two GTP-U tunnels under a single PDU session.\r\n- Developing a lightweight simulation tool to emulate necessary message exchanges and validate core network-level NR-DC handling."},"en":{"title":"New Radio-Dual Connectivity(NR-DC) in free5GC","describe":"New Radio - Dual Connectivity (NR-DC) is a key mechanism in the 5G architecture for enhancing bandwidth and connection flexibility, allowing a UE to simultaneously transmit data through two radio access nodes.\r\n\r\nThis session presents my implementation and testing of NR-DC functionality within the free5GC core network. The work focuses on the following aspects:\r\n\r\n- Analyzing and extending the signaling procedures required for NR-DC in free5GC, particularly NGAP and GTP-U control-plane logic.\r\n- Modifying and extending the SMF module to support the establishment of Master gNB (MgNB) and Secondary gNB (SgNB) contexts.\r\n- Verifying the setup and routing of two GTP-U tunnels under a single PDU session.\r\n- Developing a lightweight simulation tool to emulate necessary message exchanges and validate core network-level NR-DC handling."},"tags":[],"uri":"https://coscup.org/2026/session/ADNQ9Y","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AEQY3Z","type":113,"room":84,"start":"2025-08-10T10:10:00+08:00","end":"2025-08-10T10:40:00+08:00","language":"中文","speakers":["BBF37K"],"zh":{"title":"極致量化：用少於兩個位元表示 LLM 的權重","describe":"隨著 LLM 的應用越發廣泛，載入開源模型權重的顯存要求也越苛刻。在邊緣系統中，龐大的顯存需求時常成為部署瓶頸，限制模型的應用場景。量化模型雖然能有效降低所需的顯存與計算量，但如何在極低位元下仍保持優異性能，始終是一大挑戰。本場議程將從量化開始，簡介量化的概念後，討論量化在低位元樹下的限制。接著，我們將深入介紹 [BitNet](https://github.com/microsoft/BitNet) 系列方法，討論研究團隊如何透過 -1, 0, +1 三種權重，將 LLM 的權重透過少於 2 個 bit 呈現。除了權重表示的調整以外，我們也會提及 activation 層級的量化，及基於激活敏感度的選擇性量化所能帶來的表現提升。最後，我們會從 scaling law 的角度出發，討論 BitNet 既有的模型與未來可能的發展。期待透過極致量化，為 LLM 在邊緣裝置上的應用開闢全新途徑。"},"en":{"title":"Extreme Quantization: Representing LLMs in Under Two Bits","describe":"As the applications of LLMs become increasingly widespread, the memory requirements for loading open-source model weights are also becoming more demanding. In edge systems, the substantial memory demand often becomes a deployment bottleneck, limiting the application scenarios for these models. While model quantization can effectively reduce the required memory and computational load, maintaining excellent performance at extremely low bit rates has always been a major challenge. This session will introduce the concept of quantization, providing a brief introduction to its concepts, followed by a discussion of the limitations of quantization at low bit depths. Next, we will discuss the [BitNet](https://github.com/microsoft/BitNet) series of methods, discussing how the research team utilizes three weight values (-1, 0, +1) to represent LLM weights in under 2 bits. In addition to adjustments in weight representation, we will also cover quantization at the activation layer level and the performance improvements achievable through selective quantization based on activation sensitivity. Finally, from the perspective of scaling laws, we will discuss BitNet's existing models and potential future developments. We look forward to opening up new avenues for the application of LLMs on edge devices through extreme quantization."},"tags":[],"uri":"https://coscup.org/2026/session/AEQY3Z","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AFH9W3","type":113,"room":75,"start":"2025-08-09T11:05:00+08:00","end":"2025-08-09T11:35:00+08:00","language":"英語","speakers":["A3TFL7"],"zh":{"title":"Well, PicoRuby Can Do That","describe":"Ruby might just be the only language in the world built around the joy of programming.\r\nPicoRuby adds a new kind of fun to that joy --- not just as an IoT platform, but as a fresh and exciting new way to experience Ruby itself.\r\n\r\nLet AI take care of the strict and tedious parts. With PicoRuby, let’s go back to where programming was all about creativity and delight."},"en":{"title":"Well, PicoRuby Can Do That","describe":"Ruby might just be the only language in the world built around the joy of programming.\r\nPicoRuby adds a new kind of fun to that joy --- not just as an IoT platform, but as a fresh and exciting new way to experience Ruby itself.\r\n\r\nLet AI take care of the strict and tedious parts. With PicoRuby, let’s go back to where programming was all about creativity and delight."},"tags":[],"uri":"https://coscup.org/2026/session/AFH9W3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AGJVL8","type":116,"room":73,"start":"2025-08-09T11:50:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"英文","speakers":["ZBDELW"],"zh":{"title":"Philosophy of Observability","describe":"Observability is a buzzword. As is common with buzzwords, there's a good reason why it is so successful, but people also often use it for just anything to sound cool and knowledgeable until the word starts losing its meaning.\r\n\r\nLet's go through the scientific definition of Observabilty, then though how humans have dealt with and optimized data since we have had written records, and then apply this knowledge in finding out how to get actionable insights from your data while keeping human effort and costs down."},"en":{"title":"Philosophy of Observability","describe":"Observability is a buzzword. As is common with buzzwords, there's a good reason why it is so successful, but people also often use it for just anything to sound cool and knowledgeable until the word starts losing its meaning.\r\n\r\nLet's go through the scientific definition of Observabilty, then though how humans have dealt with and optimized data since we have had written records, and then apply this knowledge in finding out how to get actionable insights from your data while keeping human effort and costs down."},"tags":[],"uri":"https://coscup.org/2026/session/AGJVL8","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AJEVJP","type":113,"room":89,"start":"2025-08-10T15:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"英文","speakers":["79BYBU","FZ7CAF"],"zh":{"title":"Ocelot: Enabling Vector Extension on BOOM — An Open-Source Journey","describe":"We present Ocelot , an open-source project adding vector extension support to Berkeley Out-of-Order Machine (BOOM) RISC-V core. In our latest v2 release, we adopted the Open Vector Interface from SemiDynamics, allowing the vector unit to be decoupled from the core and significantly boosting unit-stride memory performance through coalescing. Ocelot's development was accelerated by open-source tools such as Tenstorrent's Whisper simulator, showcasing how collaboration in the RISC-V ecosystem drives rapid hardware innovation. We would like to share of open-source development journey and invite the community to collaborate and help shape the future of open-source hardware design."},"en":{"title":"Ocelot: Enabling Vector Extension on Berkely Out-of-Order Machine (BOOM)","describe":"We present Ocelot , an open-source project adding vector extension support to Berkeley Out-of-Order Machine (BOOM) RISC-V core. In our latest v2 release, we adopted the Open Vector Interface from SemiDynamics, allowing the vector unit to be decoupled from the core and significantly boosting unit-stride memory performance through coalescing. Ocelot's development was accelerated by open-source tools such as Tenstorrent's Whisper simulator, showcasing how collaboration in the RISC-V ecosystem drives rapid hardware innovation. We would like to share of open-source development journey and invite the community to collaborate and help shape the future of open-source hardware design."},"tags":[],"uri":"https://coscup.org/2026/session/AJEVJP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AM3STU","type":113,"room":86,"start":"2025-08-09T13:20:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"中文","speakers":["EPWFM8","HZDRPP"],"zh":{"title":"從混亂到優雅，讓專案不再失控：ATDD 與 Clean Architecture 的後端實戰之路","describe":"## Abstract\r\n\r\n你是不是也遇過這種情況？每當專案多一個新功能，整個系統就像被隕石砸到一樣，到處都是坑，永遠補不完。這場分享，我會聊聊我是怎麼從「隕石式開發」走到擁抱 ATDD 和 Clean Architecture，用 Rust + actix-web 打造出一個可擴展、易維護又不怕改需求的後端服務。\r\n\r\n過程中不只會介紹理論，更有實戰經驗和踩坑故事。如果你想知道 ATDD 為什麼這麼香、Clean Architecture 怎麼救專案，希望透過我的經驗可以拯救每個被需求追殺的夜晚！\r\n\r\n## Key Takeaways\r\n\r\n- 了解 ATDD 實作流程，發現需求溝通其實可以很順利\r\n- 學會用 Clean Architecture 讓專案結構清晰、好維護\r\n- 原來寫出可擴展、易維護的後端沒有那麼難"},"en":{"title":"Bringing Order to the Chaos: ATDD & Clean Architecture in Backend Practice","describe":"## Abstract\r\n\r\nHave you ever experienced this? Every time your project gets a new feature, it feels like a meteor has struck—bugs and issues pop up everywhere, and you’re stuck endlessly patching holes. In this talk, I’ll share how I moved from this kind of “meteor-driven development” to embracing ATDD and Clean Architecture, using Rust and actix-web to build a backend that’s scalable, maintainable, and resilient to changing requirements.\r\n\r\nAlong the way, I’ll cover not just theory, but also real-world experiences and hard-earned lessons from the trenches. If you’re curious why ATDD is a game changer and how Clean Architecture can save your project, I hope my journey will help rescue you from those endless nights of chasing requirements.\r\n\r\n## Key Takeaways\r\n\r\n- Discover how to implement ATDD and make requirements communication much smoother\r\n- Learn how Clean Architecture creates a clear, maintainable project structure
\r\n- Realize that building a scalable, maintainable backend is easier than you might think"},"tags":[],"uri":"https://coscup.org/2026/session/AM3STU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AP8HCA","type":113,"room":75,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"英語","speakers":["9N8FBS"],"zh":{"title":"RISC-V CPU emulator made with Ruby","describe":"Does low-level programming feel intimidating? In this session, we’ll build a RISC-V CPU emulator entirely in Ruby, step by step, while clearly explaining the CPU’s core cycle—fetch, decode, and execute—and the essentials of binary analysis. Learn how web engineers can venture into an unfamiliar layer of computing with a familiar language, and experience the spirit of ‘Build with Ruby.’"},"en":{"title":"RISC-V CPU emulator made with Ruby","describe":"Does low-level programming feel intimidating? In this session, we’ll build a RISC-V CPU emulator entirely in Ruby, step by step, while clearly explaining the CPU’s core cycle—fetch, decode, and execute—and the essentials of binary analysis. Learn how web engineers can venture into an unfamiliar layer of computing with a familiar language, and experience the spirit of ‘Build with Ruby.’"},"tags":[],"uri":"https://coscup.org/2026/session/AP8HCA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"APCNMW","type":97,"room":72,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:40:00+08:00","language":"英文","speakers":["7HP73E"],"zh":{"title":"From MongoDB to Postgres: Building an Open Source Standard for Document Databases","describe":"MongoDB has become a widely adopted database across industries due to its ease of use, but its shift away from open source and licensing challenges have raised concerns. Running MongoDB also demands additional resources and expertise. Is there a viable alternative? Can we seamlessly migrate MongoDB workloads to Postgres without making application-level changes? And how can MongoDB users continue using their familiar tools and frameworks?\r\nIn this talk, we will explore the current state of document databases and the growing need for a new open-source standard. We propose that Postgres should be the backbone for this new standard, offering a robust, flexible, and open alternative. By integrating FerretDB, we'll show how Postgres can handle MongoDB workloads with ease. We’ll also demonstrate how to leverage MongoDB tools to manage your Postgres database as if it were MongoDB.\r\nThis approach bridges the gap between Postgres and the MongoDB community, bringing new possibilities for both users and developers while contributing to Postgres's ongoing success."},"en":{"title":"From MongoDB to Postgres: Building an Open Source Standard for Document Databases","describe":"MongoDB has become a widely adopted database across industries due to its ease of use, but its shift away from open source and licensing challenges have raised concerns. Running MongoDB also demands additional resources and expertise. Is there a viable alternative? Can we seamlessly migrate MongoDB workloads to Postgres without making application-level changes? And how can MongoDB users continue using their familiar tools and frameworks?\r\nIn this talk, we will explore the current state of document databases and the growing need for a new open-source standard. We propose that Postgres should be the backbone for this new standard, offering a robust, flexible, and open alternative. By integrating FerretDB, we'll show how Postgres can handle MongoDB workloads with ease. We’ll also demonstrate how to leverage MongoDB tools to manage your Postgres database as if it were MongoDB.\r\nThis approach bridges the gap between Postgres and the MongoDB community, bringing new possibilities for both users and developers while contributing to Postgres's ongoing success."},"tags":[],"uri":"https://coscup.org/2026/session/APCNMW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AQWYKR","type":113,"room":76,"start":"2025-08-09T15:00:00+08:00","end":"2025-08-09T15:30:00+08:00","language":"中文","speakers":["DHWKZY"],"zh":{"title":"漢語族語言與臺灣原住民族語言的國際化與在地化：實作與困難","describe":"本議程將介紹關於漢語族語言與臺灣原住民族語言在各領域的相關背景知識及現況，並針對部份技術內容講解操作過程，期望引領更多人投入漢語族語言與臺灣原住民族語言的發展。"},"en":{"title":"Internationalization and Localization of Sinitic Languages and Formosan Languages: Practices and Difficulties","describe":"This session will focus on the context and current status of Sinitic languages and Formosan languages in different fields, with instructions to the technical details. We hope this session can lead more people join the development of Sinitic languages and Formosan languages."},"tags":[],"uri":"https://coscup.org/2026/session/AQWYKR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ARZUAZ","type":117,"room":97,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"Hacking Corner 2 DAY2","describe":"Hacking Corner 是一個能容納 10 人左右的交誼廳，供會眾自由交流！這是一個可以從快速打牌遊戲到進行長達數小時的開源馬拉松的多功能空間。無論是15分鐘的急速腦力激盪還是一場兩小時的代碼冒險，這裡都是實現你的創意與夢想的場所。\r\n\r\n記得至此下方連結閱讀注意事項並登記。 https://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"Hacking Corner 2 DAY2","describe":"The hacking corner is a free space for casual gatherings, which can hold up to 10 people. There is no time limit in the hacking corner. You can play card games with friends for 15 minutes between talks or run a two-hour open-source sprint here. Also, multiple events are available at the same time. It is all up to you!\r\n\r\nPlease review the guidelines and sign up using the following link: https://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/ARZUAZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"AUQ3GX","type":97,"room":88,"start":"2025-08-10T11:45:00+08:00","end":"2025-08-10T12:15:00+08:00","language":"中文","speakers":["8DCEPY"],"zh":{"title":"Spring Boot x Liquibase：資料庫變更管理及自動化部署實戰分享","describe":"### **議程摘要**\r\n\r\n在敏捷開發與 DevOps 文化盛行的時代，資料庫架構變更的管理往往是軟體開發流程中的一大挑戰。Liquibase 作為一個強大的資料庫版本管理工具，可以有效解決多人協作、環境一致性、版本變更追蹤等問題。\r\n\r\n本次議程將以實戰案例帶領聽眾從零開始構建一套完善的資料庫變更管理流程，從環境配置、變更驗證、上線監控，逐步說明如何利用 Liquibase 搭配 Spring Boot 與 GCP Cloud SQL PostgreSQL，打造安全且穩定的資料庫運維流程。最終目標在於減少因人工執行繁瑣 SQL 語法而引發的錯誤，確保每一次資料庫更新都能順利在各環境執行並提高上線穩定性。\r\n<br>\r\n\r\n### **議程內容**\r\n**1. 為何選擇 Liquibase？**\r\n**2. Spring Boot 與 Liquibase 整合**\r\n**3. 環境區分與測試驗證**\r\n**4. 監控 Liquibase 執行狀況**\r\n**5. 自動化部署與版本控制**\r\n<br>"},"en":{"title":"Spring Boot x Liquibase: Practical Sharing on Database Change Management and Automated Deployment","describe":"Session Abstract\r\nIn today’s era of agile development and a thriving DevOps culture, managing database schema changes is one of the key challenges in the software development lifecycle. Liquibase, as a powerful database version control tool, effectively addresses issues related to multi-developer collaboration, environment consistency, and version change tracking.\r\n\r\nThis session will present a practical case study that guides the audience step-by-step in building a comprehensive database change management process—from environment setup and change validation to deployment monitoring. You will learn how to leverage Liquibase in conjunction with Spring Boot and GCP Cloud SQL PostgreSQL to create a secure and stable operational workflow for your database. The ultimate goal is to reduce errors caused by manual execution of cumbersome SQL commands, ensuring that every database update executes smoothly across different environments while enhancing overall deployment stability.\r\n\r\nSession Contents\r\n\t1.\tWhy Choose Liquibase?\r\n\t2.\tIntegrating Spring Boot with Liquibase\r\n\t3.\tEnvironment Segregation and Test Validation\r\n\t4.\tMonitoring Liquibase Execution Status\r\n\t5.\tAutomated Deployment and Version Control"},"tags":[],"uri":"https://coscup.org/2026/session/AUQ3GX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BCYAJS","type":113,"room":76,"start":"2025-08-10T14:50:00+08:00","end":"2025-08-10T15:20:00+08:00","language":"中文","speakers":["K7M3GF"],"zh":{"title":"跟你的監控對話：用 AI Agent 打造 Prometheus 查詢助手 (從程式碼到 Low-Code)","describe":"厭倦了複雜的 PromQL 和眼花撩亂的監控儀表板嗎？本次演講將與您分享如何運用豐富的開源工具生態系，打造一個能用「自然語言」與您的 Prometheus (Apache License 2.0) 監控系統直接對話的 AI Agent！\r\n\r\n我們將深入探討 AI Agent 的核心概念「Tool Calling」，並介紹其背後的關鍵開源框架 Langchain (MIT License)。更重要的是，我們將聚焦於如何透過廣受社群歡迎的視覺自動化工具 n8n（Fair-Code License，支持自行架設），現場展示如何無需編寫複雜程式碼，結合近期熱門的 MCP（Model Context Protocol），輕鬆整合這些開源組件，打造一個能理解自然語言並自動查詢 Prometheus 的 AI Agent。您甚至可以搭配 Ollama 等工具運行開源 LLM 模型，實現更完整的開源解決方案。\r\n\r\n這場演講適合所有想運用開源技術簡化監控流程、了解 AI 在 IT 維運最新應用，以及擁抱 Low-Code 開發模式的開源愛好者與 IT / DevOps / SRE 人員。一同見證開源工具如何賦能，讓我們「跟監控指標對話」！"},"en":{"title":"Converse with Your Monitoring Metrics: Building a Prometheus Query Assistant with AI Agent (From Code to Low-Code)","describe":"Tired of complex PromQL queries and overwhelming monitoring dashboards? In this talk, we'll share how you can harness the power of the open-source ecosystem to build an AI Agent that communicates directly with your Prometheus (Apache License 2.0) monitoring system using natural language!\r\n\r\nWe’ll take a deep dive into the core concept behind AI Agents—Tool Calling—and introduce the key open-source framework that drives it: Langchain (MIT License). More importantly, we'll focus on leveraging the widely popular visual automation tool n8n (Fair-Code License, self-hosted supported). In a live demonstration, we'll show how you can integrate the trending Model Context Protocol (MCP) with these open-source components without writing complex code, making it easy to build an AI Agent that understands natural language and automatically queries Prometheus. For an even more comprehensive open-source solution, you can also run open-source LLM models using tools like Ollama.\r\n\r\nThis talk is perfect for anyone looking to simplify their monitoring workflows with open-source technology, explore the latest AI-powered IT operations applications, or embrace the Low-Code development trend. Whether you’re an open-source enthusiast, IT, DevOps, or SRE professional, come witness how open-source tools empower us to “converse with monitoring metrics”!"},"tags":[],"uri":"https://coscup.org/2026/session/BCYAJS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BDDQY9","type":97,"room":94,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"English","speakers":["X7CDAJ","NL7NXD"],"zh":{"title":"The basics of Writer that you can learn by enjoying! If you want to migrate, start with Writer!","describe":"LibreOffice Writer has a lot of charm.\r\nWe enjoy Writer within our organization.\r\nSo if you are thinking about moving away from Microsoft Office, how about tackling the transition from Word to Writer first?\r\nThis presentation is intended for those who are considering migrating from Microsoft Office to LibreOffice, but are apprehensive or wondering how to make the transition appealing, or are curious about the basics of using Writer.\r\nWe hope you will join us, have fun and feel the charm of Writer."},"en":{"title":"The basics of Writer that you can learn by enjoying! If you want to migrate, start with Writer!","describe":"LibreOffice Writer has a lot of charm.\r\nWe enjoy Writer within our organization.\r\nSo if you are thinking about moving away from Microsoft Office, how about tackling the transition from Word to Writer first?\r\nThis presentation is intended for those who are considering migrating from Microsoft Office to LibreOffice, but are apprehensive or wondering how to make the transition appealing, or are curious about the basics of using Writer.\r\nWe hope you will join us, have fun and feel the charm of Writer."},"tags":[],"uri":"https://coscup.org/2026/session/BDDQY9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BGTMXA","type":113,"room":93,"start":"2025-08-09T14:30:00+08:00","end":"2025-08-09T15:00:00+08:00","language":"中文","speakers":["ZMHFCQ"],"zh":{"title":"作爲甲方，我在推動數位公共建設所面臨的開源難題。","describe":"開源政策或是公共程式，不僅僅是選用哪個授權而已，其背後也牽涉到公共服務生態系的生長方式。在傳統政府採購案的世界裡，特規、閉源以及廠商壟斷早已根深蒂固，其背後的問責體系及利害關係相對「穩健」，或作「保守」。\r\n\r\n當政府政策從「閉源」轉向「開源」時，整個典範轉移所面臨的壓力落在承辦人與廠商身上。誰敢為「創新」，或作「風險」負責？原始碼出問題怎麼辦？公私如何協力？維運成本如何設計？更重要的是，公共程式的開放生態系可以長成什麼樣子，產業內的競爭者有可能藉由相同的套件一起賺錢，而不是比拼誰成本比較低嗎？\r\n\r\n我們都知道開源有機會讓程序更透明、讓風險提早被解決，但內部觀點真的是這樣嗎？講者為前數位發展部制度工程師，以自身經驗為出發，分享推動以開源為目標的數位公共建設時所面臨的難題。"},"en":{"title":"When Open Source Meets Bureaucracy: Lessons from the Frontlines","describe":"Open source policies and public code are not merely about choosing a license—they embody an entire vision for how public service ecosystems can grow.\r\n\r\nIn the conventional world of government procurement, proprietary systems, vendor lock-in, and highly customized specifications are deeply entrenched. These practices are backed by a relatively \"stable\"—or one might say conservative—accountability framework and interests relationships.\r\n\r\nWhen public policy shifts from closed to open source, the burden of this paradigm shift falls squarely on the shoulders of civil servants and vendors. Who dares to take responsibility for “innovation”—or, more accurately, risk? Who is accountable if a bug is found in the open source code? How can public-private partnership be structured? What is a sustainable model for ongoing maintenance? More fundamentally, what does a flourishing public open source ecosystem look like? Could industry competitors collaborate on shared codebases and still profit—not by undercutting each other’s costs, but by contributing to common infrastructure?\r\n\r\nWhile the benefits of open source—such as transparency and early risk detection—are widely acknowledged, are these perspectives truly internalized within institutions?\r\nThis talk is delivered by a former architect at Taiwan’s Ministry of Digital Affairs. Drawing from first-hand experience, the speaker will explore the structural and cultural challenges of implementing open source as a foundational principle in public digital infrastructure."},"tags":[],"uri":"https://coscup.org/2026/session/BGTMXA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BJUEQN","type":113,"room":83,"start":"2025-08-10T14:50:00+08:00","end":"2025-08-10T15:20:00+08:00","language":"中文","speakers":["GZBL7A"],"zh":{"title":"拆解 MinIO 系統建置陷阱：做好配置，避免服務大當機","describe":"# MinIO - S3 Compatible Storage for AI\r\n\r\nMinIO 為一個非結構化儲存服務，有別於結構化資料庫（如 PostgreSQL）有特定的欄位和特定的型態，MinIO 可以儲存任何型態的資料，如圖檔（.png）、音檔（.wav）、模型檔（.pkl）等，對於如影像辨識、語音辨識等 AI 訓練來說，是一大利器！\r\n \r\n雖然 MinIO 相當有利於 AI 訓練的資料儲存，但在服務的建置上卻是有許多的眉角需要注意，當一個配置設定不對，小則錯誤 log 狂炸，大則服務直接大罷工不運作。因此，此次的主題會圍繞在 MinIO 服務建置的相關設定說明，以及對常見的系統配置設定錯誤所導致的服務異常進行探討分析。\r\n \r\n- MinIO 系統架構解析\r\n- MinIO Server 服務建置設定解說\r\n- 儲存裝置的轉換\r\n- 常見系統配置錯誤解析\r\n \r\n了解 MinIO 儲存服務的架構與配置後，在使用上，我們就可以更得心應手，也無需因為版本更新或擴充/下線等因素而導致配置有些許錯誤，就得將整個儲存服務重新格式化重建，如此也更有助於各類型 AI 模型訓練的發展！"},"en":{"title":"Decoding MinIO Deployment Pitfalls: Proper Configuration to Prevent Service Outages","describe":"MinIO is an unstructured storage service. Unlike structured databases (such as PostgreSQL), which have specific fields and data types, MinIO can store any type of data, such as images (.png), audio files (.wav), and model files (.pkl). This makes it a powerful tool for AI training tasks like image recognition and speech recognition!\r\n\r\nAlthough MinIO is highly advantageous for storing data used in AI training, there are many considerations when building the service. If a configuration is incorrect, it can result in excessive error logs or, in the worst case, cause the entire service to fail and become non-operational. Therefore, this topic will focus on explaining the key settings for MinIO service deployment, as well as analyzing and troubleshooting common system configuration errors that lead to service anomalies.\r\n\r\nAnalysis of MinIO system architecture\r\nExplanation of MinIO server deployment and configuration\r\nStorage device migration\r\nAnalysis of common system configuration errors\r\nBy understanding the architecture and configuration of MinIO storage services, users can operate more confidently and avoid having to completely reformat and rebuild the storage service due to minor configuration errors caused by version upgrades or service scaling/downscaling. This will also better support the development of various AI model trainings!"},"tags":[],"uri":"https://coscup.org/2026/session/BJUEQN","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BPLJ9U","type":113,"room":80,"start":"2025-08-10T10:45:00+08:00","end":"2025-08-10T11:15:00+08:00","language":"中文","speakers":["ZNLX7K"],"zh":{"title":"從 Side Project 開始的專案管理之路","describe":"一個人做 side project 力量不夠，找了團隊卻不知道怎麼帶？這場演講將分享一位工程師團隊合作的辛酸血淚，從踩過的坑談起，帶你認識專案管理的核心觀念、常見工具，以及如何在資源有限下完成產品。"},"en":{"title":"A Project Management Journey from Side Project","describe":"When doing a Side Project, one person is not enough, and you want to find a team but you don't know how to manage it? This talk will share how to lead a team to do a project from scratch: MVP planning, task cutting, leading Junior engineers, and how to use the mindset of managing Juniors to better use AI to complete the project.\r\n\r\nThe content includes different stages of the function selection strategy, personal project and commercial conversion considerations, as a Senior Engineer in the team's position of responsibility, and project management tools and the practical application of AI tools. From the engineer's technical perspective, you will learn to lead the team to advance the project with technical expertise. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/BPLJ9U","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BQRHLS","type":97,"room":85,"start":"2025-08-10T13:10:00+08:00","end":"2025-08-10T14:10:00+08:00","language":"中文","speakers":["8MDJFA"],"zh":{"title":"網路策略怎麼下？利用開源工具做網路流量分析","describe":"流量分析是做好網路路由策略與成本調配的一環，本議程將會使用開源工具 Akvorado實作從收集、儲存到視覺化的全流程流量監控架構。內容將涵蓋如何部署與設定 Akvorado、整合 sFlow/NetFlow 資料來源。透過分析流量，協助網管人員更有效掌握跨境與區域性流量趨勢，進而優化網路拓撲與 ISP 間的連線策略。"},"en":{"title":"What's the next step in your web strategy? Utilizing Open Source Tools for Web Traffic Analysis","describe":"Traffic analysis is an integral part of network routing strategy and cost allocation. This session will use the open source tool Akvorado to implement a full flow traffic monitoring architecture from collection, storage to visualization. The content will cover how to deploy and configure Akvorado, integrate sFlow/NetFlow data sources. By analyzing traffic, network administrators can better understand cross-border and regional traffic trends and optimize network topology and connectivity policies among ISPs. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/BQRHLS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"BVTSDS","type":97,"room":93,"start":"2025-08-09T13:50:00+08:00","end":"2025-08-09T14:20:00+08:00","language":"中文","speakers":["FW9HYA"],"zh":{"title":"台灣數位憑證皮夾：技術架構與開源挑戰","describe":"數位發展部將推出台灣數位憑證皮夾（簡稱數位皮夾），亦公開承諾開源。本演講將分析其技術架構，並簡短回顧台灣過往的開源挑戰。"},"en":{"title":"Taiwan Digital Identity Wallet: Technical Architecture and Open-Source Challenges","describe":"The Ministry of Digital Affairs (moda) will launch the Taiwan Digital Ideneity Wallet (referred to as the Digital Wallet) and has publicly committed to open-sourcing it. This talk will analyze its technical architecture, also briefly reviewing Taiwan's past open-source challenges."},"tags":[],"uri":"https://coscup.org/2026/session/BVTSDS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"C37TTS","type":113,"room":85,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"中文","speakers":["LCRKYN"],"zh":{"title":"淺談 Python 官方文件與其社群","describe":"Python 官方文件每天被全球數百萬使用者瀏覽，但你是否曾好奇它們是怎麼誕生的？Python 文件的維護，不僅僅是開發者寫程式時的重要參考，更是全球社群共同協作的成果。本場議程將帶你從不同的視角探索 Python 官方文件：\r\n- 認識 Python 官方文件架構與資源：除了標準函式庫說明與語法手冊外，還有哪些容易被忽略的有用文件？\r\n- 文件小組的運作：Python 文件小組每月固定舉辦線上會議，討論哪些主題？又如何協調全球貢獻者來共同改善文件？\r\n- 翻譯幕後大小事：介紹國際化的 Python 文件翻譯進度，帶大家一覽繁體中文翻譯專案的流程與挑戰，邀請你加入本地化翻譯行動。\r\n- 官方文件的造訪數據分析：透過 Python 官方網站的流量數據，帶你認識 Python 在亞洲地區的熱門程度與使用者偏好，並討論從數據中獲得的有趣觀察。"},"en":{"title":"Python Docs and Its Community","describe":"The official Python documentation is accessed by millions of users worldwide every day — but have you ever wondered how it all comes together? Maintaining Python’s documentation is not only a vital reference for developers when writing programs, but also a collaborative effort driven by the global community.\r\n\r\nIn this session, you’ll gain a fresh perspective on Python’s official documentation:\r\n\r\n- Recognizing the Python Documentation Framework and Resources – Beyond the standard library reference and syntax manual, what other valuable yet often-overlooked documents are available?\r\n\r\n- How the Documentation Team Works – Learn how the Python Documentation Team hosts regular monthly online meetings, the topics they discuss, and how they coordinate contributors around the world to improve the docs.\r\n\r\n- Behind the Scenes of Translation – Explore the progress of international Python documentation translations, get a glimpse into the processes and challenges of Traditional Chinese translation projects, and find out how you can join the localization initiative.\r\n\r\n- Analyzing Official Documentation Traffic Data – See traffic insights from Python’s official website, discover how popular Python is across Asia, learn about user preferences, and uncover interesting trends in the data."},"tags":[],"uri":"https://coscup.org/2026/session/C37TTS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"C7GFQK","type":113,"room":85,"start":"2025-08-09T13:20:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"中文","speakers":["RYNSZY"],"zh":{"title":"Let's build a Vision Language Model (VLM) from scratch with Python","describe":"Ever wonder how Vision Language Models (VLMs) works? VLMs are built on a vision encoder and a language decoder. It accepts both images and text as inputs and can answer vision-language questions with detailed insights. Building a VLM from scratch allows us to customize the component for our application. The goal of this talk is to demonstrate how VLMs could be implemented in a Pythonic way. To do so, we're going to build the PaliGemma VLM completely from scratch all using Python."},"en":{"title":"Let's build a Visual Language Model (VLM) from scratch with Python","describe":"Vision Language Models (VLMs) are built on a vision encoder and a language decoder. It accepts both images and text as inputs and can answer vision-language questions with detailed insights. Building a VLM from scratch allows us to customize the component for our application. The goal of this talk is to demonstrate how VLMs could be implemented in a Pythonic way. To do so, we're going to build the PaliGemma VLM completely from scratch all using Python."},"tags":[],"uri":"https://coscup.org/2026/session/C7GFQK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"C8VNPV","type":116,"room":87,"start":"2025-08-09T13:20:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"英文","speakers":["LRY3YR"],"zh":{"title":"Free Software Licensing: What Developers Need to Know","describe":"The way we license software is one of the most important, yet often overlooked aspects of writing and sharing software. As developers, we often shy away from legal jargon and the variety of available licenses can feel complex, but understanding it is easier than it first appears and it unlocks new opportunities to share and grow your work. This talk offers a clear, beginner-friendly introduction to Free Software licensing. It will cover the basics of how licensing works in general and give you an overview of the most important licenses you should know, how they work, and when to use which one. We will explore how good licensing practices help foster trust and sustainable collaboration in Free Software communities, both locally and globally. After the talk, you will be ready to confidently license your own code properly and avoid common legal mistakes. That way, people can (re)use, contribute, and share your work - to make sure your code benefits the community and society as a whole. Whether you are writing software for a local startup or contributing to a global Free Software project, understanding licensing helps you work with confidence."},"en":{"title":"Free Software Licensing: What Developers Need to Know","describe":"The way we license software is one of the most important, yet often overlooked aspects of writing and sharing software. As developers, we often shy away from legal jargon and the variety of available licenses can feel complex, but understanding it is easier than it first appears and it unlocks new opportunities to share and grow your work. This talk offers a clear, beginner-friendly introduction to Free Software licensing. It will cover the basics of how licensing works in general and give you an overview of the most important licenses you should know, how they work, and when to use which one. We will explore how good licensing practices help foster trust and sustainable collaboration in Free Software communities, both locally and globally. After the talk, you will be ready to confidently license your own code properly and avoid common legal mistakes. That way, people can (re)use, contribute, and share your work - to make sure your code benefits the community and society as a whole. Whether you are writing software for a local startup or contributing to a global Free Software project, understanding licensing helps you work with confidence."},"tags":[],"uri":"https://coscup.org/2026/session/C8VNPV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"C9LDXV","type":116,"room":92,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"中文","speakers":["ZFW33N"],"zh":{"title":"資料採集到開放資料數位展示，到再轉譯的再展示省思","describe":"《數味食光：臺灣飲食記憶特展》是國立臺灣歷史博物館接手「國家文化記憶庫 2.0」之後的重要階段性展覽。本展不僅整合了前瞻計畫一期期間透過公開徵案所累積的資料，也結合了 2.0 時期的社區參與行動。同時亦匯集國家電影及視聽文化中心、台史博典藏，及如圓山大飯店等國宴級場域的館藏資源，試圖在虛實交錯的展演中，透過視覺、聽覺、互動體驗，拼湊那些難以具象呈現的味覺與嗅覺記憶。\r\n筆者曾於開放資料建置初期，作為陪伴者協助社區參與，也在 2.0 時期與成大謝仕淵老師協作進行「可食記憶」的線上策展，並邀請六個社區共同行動。令人關注的是，在本次《數味食光》實體展覽中，原本的線上策展資料被再一次轉譯為實體展的一部分。然而，這些原本僅存在於數位形式的資料與論述，作為「第一次策展」的基礎素材，參與者的貢獻是否應在此次再展示中被重新命名與顯彰？\r\n當我們面對越來越多「原件」即是「資料」、而非紙本實物的策展時代，也應思考現行策展中對於資料貢獻者的標示、顯名方式與界線。在這場文化數位化與再現的過程中，如何尊重原始貢獻者，正是我們需要共同面對的策展倫理課題，希望在這場分享中與各位交流嘗試聚焦中我們來自開放社群得的共識期待。"},"en":{"title":"From Data Collection to Open Data and Reinterpretation: Reflections on Digital Curation and Re-Presentation","describe":"\"Taste of Data, Memory of Flavors\", a special exhibition on Taiwanese food memories, marks a milestone in the National Museum of Taiwan History’s stewardship of the National Cultural Memory Bank 2.0. This exhibition weaves together open-call data collected during Taiwan’s Forward-Looking Infrastructure Phase I, community participation initiatives from Phase II, and artifacts from major national institutions—including the Taiwan Film and Audiovisual Institute, NMTH’s own archives, and iconic venues like the Grand Hotel banquet archives.\r\n\r\nThe exhibition blends the virtual and the physical to reconstruct sensory memories—sight, sound, and interaction—to evoke the tastes and smells of Taiwan's cultural heritage.\r\n\r\nAs someone who supported community engagement during the open data development phase, I later co-curated an online exhibition titled \"Edible Memories\" with Prof. Hsieh Shih-Yuan from National Cheng Kung University, involving six community partners. Interestingly, portions of that digital exhibition have now been deconstructed and re-presented in the physical space of the \"Taste of Data\" exhibition.\r\n\r\nThis raises critical curatorial questions: when the original materials—digital files, texts, metadata—existed only as born-digital objects, how should the contributions of initial curators and community collaborators be credited in subsequent reinterpretations? In an era where the \"original\" is increasingly synonymous with \"digital data,\" what models of attribution, visibility, and ethical boundaries do we need in place?\r\n\r\nThese reflections emerge from both past involvement in initial data creation and renewed encounters with its repurposing in a national-level exhibition. How can we better honor the often-invisible labor and local knowledge that shape our shared cultural narratives?"},"tags":[],"uri":"https://coscup.org/2026/session/C9LDXV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CAD9S3","type":113,"room":72,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T13:40:00+08:00","language":"中文","speakers":["DJ3WYV"],"zh":{"title":"打開 AI 模型的任意門：用 PostgreSQL 撐起AI 程式碼理解引擎","describe":"在 2025 年的 AI 工程實務中，「記憶能力」正迅速成為智慧代理（AI Agent）的核心競爭優勢。許多團隊專注於 Prompt 工程與推理機制（Reasoning）的設計，卻往往忽略了支撐長期語境與知識留存的底層架構。本場演講將以實作為導向，示範如何透過 ONNX 將AI模型進行跨平台封裝，並結合 PostgreSQL，將程式結構轉化為向量嵌入與知識圖譜節點，實現可持久化的語意記憶。最終打造一個具備長期記憶、語意理解與自我演繹能力的 AI 後端系統。"},"en":{"title":"Unlocking the AI Model Gateway: Building a Memory-Enabled AI Backend with ONNX × PostgreSQL","describe":"In the practice of AI engineering in 2025, memory is rapidly becoming the core competitive edge of intelligent agents. While many teams focus on prompt engineering and reasoning strategies, they often overlook the underlying infrastructure needed to support long-term context retention and knowledge persistence. \r\nThis talk offers a hands-on walkthrough of how to encapsulate AI models using ONNX for cross-platform deployment, and how to leverage PostgreSQL to transform program structure into vector embeddings and knowledge graph nodes—enabling persistent semantic memory. The result: an AI backend capable of long-term memory, semantic understanding, and self-driven interpretation."},"tags":[],"uri":"https://coscup.org/2026/session/CAD9S3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CFF8WV","type":113,"room":89,"start":"2025-08-09T13:45:00+08:00","end":"2025-08-09T14:25:00+08:00","language":"中文","speakers":["HYQJNJ","CUF9D8"],"zh":{"title":"農業的在地實踐：糧豐-農二代的雙軸轉型","describe":"以力好夥伴AKA臺南市安定區雜糧產銷班第七班 李昆桓 班長傳說中的農二代現身說法！聽聽班長如何在台南以創新開創農業新局面。糧豐的李班長利用魚菜技術在平地養殖鱘龍魚，克服了水溫控制和環境挑戰，成功提升鱘龍魚存活率。也運用科技防治秋行軍蟲，測試天敵昆蟲，以期大幅降低農藥使用。除了農業生產外，開創多元化行銷模式。目標是以台灣雜糧生產為核心，提升農產品價值，推動農業升級和可持續發展。"},"en":{"title":"Sharing the story of Elijah's good company","describe":"Sharing the story of Elijah's good company (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/CFF8WV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CH7NAY","type":113,"room":92,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["WHGDAG"],"zh":{"title":"維基導遊是什麼？可以吃嗎？","describe":"本議程將會介紹維基媒體計畫中較不為人所知的維基導遊，並簡述其與 OpenStreetMap、Wikidata 之間的關係。"},"en":{"title":"Wikivoyage 101: A Guide to Exploring the World","describe":"This session will introduce Wikivoyage, a lesser-known Wikimedia project, and outline its relationship with OpenStreetMap and Wikidata."},"tags":[],"uri":"https://coscup.org/2026/session/CH7NAY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CHCTEB","type":97,"room":72,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:20:00+08:00","language":"中文","speakers":["UQNUTP","TBEFSF"],"zh":{"title":"從 PostgreSQL 到 Cloudberry：大數據平台的開源與轉型之路","describe":"<font size=4>**`Cloudberry`**</font> 是一個正在***Apache***基金會孵化中的專案，其前身為從***PostgreSQL***衍生出的商業版MPP資料庫***Greenplum***。這套系統過去長期處於閉源狀態，僅提供On-Premise的佈署方式。然而在2024年，Cloudberry首度以開源形式釋出，並支援容器化部署，實現雲原生轉型。本演講將介紹Cloudberry的技術演進，以及它為何有潛力成為下一代開源資料平台，並應用到AI整合場景。"},"en":{"title":"From PostgreSQL to Cloudberry: The Open Source and Cloud-native Evolution of a MPP Database","describe":"Cloudberry is an incubating project under the Apache Software Foundation, derived from the commercial MPP (Massively Parallel Processing) database Greenplum, which in turn was originally based on PostgreSQL. Historically, Greenplum remained closed-source and was primarily designed for on-premise environments. In 2024, Cloudberry made its debut as an open-source project, introducing next-gen unified database support for MPP AI platform architecture."},"tags":[],"uri":"https://coscup.org/2026/session/CHCTEB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CJ8QPL","type":97,"room":93,"start":"2025-08-09T15:10:00+08:00","end":"2025-08-09T15:40:00+08:00","language":"中文","speakers":["SUU3BA"],"zh":{"title":"「透明、安全與合規：國泰中台微服務供應鏈安全治理的SBOM、CBOM與AIBOM新思維」","describe":"在數位轉型浪潮下，微服務架構成為金融業提升效率、敏捷性與擴展性的關鍵。然而，國泰中台廣泛使用微服務來提升服務敏捷性與效率，但同時也面臨資安漏洞、加密安全與AI模型治理的挑戰。如何有效地管理這些複雜的組成元素，確保系統安全、符合法規，成為當前金融業的重要課題。本次演講將分享國泰中台微服務如何導入SBOM、CBOM與AIBOM這三個關鍵概念。\r\n1. SBOM (軟體組件清單)：掌握微服務中開源或第三方軟體元件，當軟體漏洞發生時，可快速識別並修補。\r\n2. CBOM (加密資產清單)：記錄微服務加密演算法、密鑰管理工具、TLS憑證、簽章方法等資訊，以便應對量子電腦時代潛在的加密風險，並確保符合法規要求。\r\n3. AIBOM (AI資產清單)：呈現AI模型之來源、訓練資料集、權重、算法、模型風險評估、倫理風險等資訊，幫助企業落實 AI治理與責任。\r\n在國泰中台微服務架構下，SBOM、CBOM與AIBOM不再只是技術名詞，而是提升系統安全、強化合規管理、建立客戶信任的關鍵工具。透過導入這三個工具，國泰中台能更有效地掌握微服務的組成，降低潛在風險，並在快速發展的金融科技領域保持競爭優勢。"},"en":{"title":"Transparency, Security, and Compliance: Innovative Governance of SBOM, CBOM, and AIBOM in Cathay's Microservices Supply Chain","describe":"As the financial industry accelerates digital transformation, microservices architecture has become essential for achieving agility, scalability, and operational efficiency. At Cathay, the IPE (中台)  microservices extensively, yet faces growing challenges in managing software vulnerabilities, cryptographic security, and AI model governance.\r\n\r\nThis session will introduce Cathay’s strategic adoption of SBOM (Software Bill of Materials), CBOM (Cryptographic Bill of Materials), and AIBOM (AI Bill of Materials) as foundational tools for securing the microservices supply chain:\r\n\r\nSBOM: Enhances visibility into third-party and open-source components for proactive vulnerability management.\r\n\r\nCBOM: Catalogs cryptographic assets to address post-quantum threats and regulatory requirements.\r\n\r\nAIBOM: Tracks AI model metadata for responsible AI governance and risk assessment.\r\n\r\nThrough real-world practices, this session will demonstrate how Cathay transforms these concepts into practical governance frameworks—strengthening security, ensuring compliance, and maintaining trust in a fast-evolving fintech landscape."},"tags":[],"uri":"https://coscup.org/2026/session/CJ8QPL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CJXPRM","type":113,"room":74,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"英文","speakers":["SVFKJT"],"zh":{"title":"利用 Nix 優化機器學習模型容器","describe":"在這場演講中，我將跟大家分享一種使用 Nix 來優化機器學習模型容器的方法。\r\n\r\n我們知道，把機器學習（ML）模型包裝成 Web 服務並部署在容器中，是現在非常常見的做法。但這樣的系統也帶來了一些挑戰，特別是在依賴管理上。大多數ML 模型是用 Python 寫的，而 Python 的生態系繁雜、依賴眾多，這些依賴最終都會以檔案系統物件的形式體現在映像中。\r\n\r\n如果你的系統需要部署多個 ML 模型，那麼很可能這些容器之間會有大量相同的依賴。這也意味著，如果能把這些通用依賴打包在一起，作為共用的映像層，我們就有機會大幅減少整體容器映像的儲存空間。\r\n\r\n這裡就引入了 Nix。\r\n\r\nNix 是一個功能強大的套件管理系統，它支援構建符合 Open Container Initiative（OCI）標準的容器映像。這些映像在構建時會將所有依賴完整封裝進來，同時排除那些不必要的中間產物，也就是說，它可以讓你打造出更乾淨、體積更小的容器映像。\r\n\r\n雖然 Nix 本身提供了一些基本功能來支援多層映像的構建，但當映像中涉及的 Nix 儲存路徑數量過多時，它沒辦法自動找出一個在多個映像之間共用的最佳分層方式。\r\n\r\n於是我進一步研究並證明了這件事：對於任意一組使用 Nix 儲存路徑構建出來的映像，的確存在一種最佳分層結構，可以用來最小化整體儲存空間的使用。\r\n\r\n接下來，我會向大家說明這個最佳分層是如何被識別出來的，並展示我所設計的演算法——它不只可以用來建構映像，也能分析並優化它們的分層結構。\r\n\r\n這個方法不僅適用於 ML 模型部署，也對任何需要在多個容器間重用套件和依賴的場景具有實際價值。"},"en":{"title":"Optimizing ML Model Containers with Nix","describe":"In this talk I discuss a method for optimizing machine learning model containers using Nix.  Using containers to expose machine learning (ML) models as web services is a common approach to ML model deployment.  However, ML models are often written in Python and require numerous dependencies that manifest as filesystem objects. Systems that require multiple ML model containers often share these dependencies across containers, yielding an opportunity to reduce the storage footprint of container images by designing image layers that carry common dependencies.\r\n\r\nNix is a package management system that includes tools for building container images that conform to Open Container Initiative (OCI) standards and that include the dependency closure of the software payload whilst omitting unnecessary software artifacts.  While Nix includes basic support for building multi-layer images, it fails to produce optimal layering across multiple images when the number of Nix store paths exceeds a certain threshold.\r\n\r\nI show that for any combination of images with a given number of Nix store paths, there exists an optimal layering structure that minimizes the aggregate storage footprint across all images within the combination.  I explain how to identify the optimal structure and demonstrate algorithms for image construction and analysis."},"tags":[],"uri":"https://coscup.org/2026/session/CJXPRM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CMTEEW","type":97,"room":77,"start":"2025-08-10T15:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"英文","speakers":["RLG8M3"],"zh":{"title":"Open Source Make you different.","describe":"The IT industry needs experienced developers, but no company will provide jobs for developers without experience. Open Source can match the Gap. I am the developer of the potablepgp i18n project. I want to share my experience to show the advantages of open-source on it."},"en":{"title":"Open Source Make you different.","describe":"The IT industry needs experienced developers, but no company will provide jobs for developers without experience. Open Source can match the Gap. I am the developer of the potablepgp i18n project. I want to share my experience to show the advantages of open-source on it."},"tags":[],"uri":"https://coscup.org/2026/session/CMTEEW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CNCS9M","type":117,"room":81,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"BoF DAY2 Slot4","describe":"預約你的 BoF 時間（每場次一小時），讓這個周末成為你與朋友們的技術樂園。記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"BoF DAY2 Slot4","describe":"Book a BoF session for an hour and enjoy the weekend with friends. Please review the guidelines and sign up using the following link: \r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/CNCS9M","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CQ3PPL","type":113,"room":80,"start":"2025-08-09T13:45:00+08:00","end":"2025-08-09T14:15:00+08:00","language":"中文","speakers":["MXJNZ9"],"zh":{"title":"不是只有寫 code 才叫 Side Project：如何從 0 到 1 建立及經營百人技術讀書會社群","describe":"Side Project 不一定得寫程式，也可以是打造一個讓人持續學習、彼此連結的技術社群。\r\n身為一名前端工程師，我參與過不少讀書會群組，也觀察到許多讀書會群組難以長期經營。於是，我從這樣的痛點出發，創立了「Tech Book Community」——一個專注技術書籍與交流的讀書會社群，從 0 開始，一年內成長為定期舉辦活動、累積數百位成員的社群。\r\n\r\n這場分享將從實務經驗出發，帶你了解如何從無到有建立社群，包括：\r\n- 如何找到第一批成員並聚焦主題\r\n- 社群規則與文化的設計與維護\r\n- 活動流程與報名機制的工具挑選\r\n- 提升成員參與感與成長的經營心法\r\n- 如何避免社群經營者 burnout，讓自己也能長期享受其中\r\n\r\n如果你曾想打造屬於自己的社群，或對不寫程式的 Side Project 感到好奇，歡迎一起來交流這段真實的社群經營旅程！"},"en":{"title":"Side Project: How to Build and Run a 100-Person Technical Book Club from 0 to 1: Not Only Writing Code","describe":"Side projects don't have to be about writing programs, they can also be about creating a technical community where people can continue to learn and connect with each other.\r\nAs a front-end engineer, I have participated in many book clubs and observed that many of them are difficult to operate in the long run. Therefore, I started from this pain point and created \"Tech Book Community\" - a book club community focusing on technical books and communication. Starting from 0, it grew into a community that regularly organizes activities and accumulates hundreds of members within a year.\r\n\r\nIn this session, we'll talk about how to build a community from scratch, including:\r\n- How to find the first members and focus on topics\r\n- Designing and maintaining community rules and culture.\r\n- Selection of tools for program flow and registration mechanism.\r\n- How to enhance the sense of participation and growth of members.\r\n- How to avoid burnout of community operators so that you can enjoy it in the long run.\r\n\r\nIf you've ever wanted to build your own community, or are curious about the Side Project that doesn't involve writing a program, welcome to share this real-life community management journey with us! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/CQ3PPL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CQQHAS","type":116,"room":82,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"中文","speakers":["EUWGBF"],"zh":{"title":"開發意圖導向（intent-centric）程式的挑戰","describe":"意圖導向（intent-centric）是近期區塊鏈應用的發展趨勢，它透過抽象化操作的方式提升效率和使用者體驗。然而，實際開發 intent-centric app 的時候也會遇到一些過往沒有的技術挑戰。\r\n\r\n求解器（solver）的中心化問題：\r\n意圖導向應用相當於讓使用者和區塊鏈的互動模式從 imperative 走向 declarative，好處除了簡化操作，也給予求解器彈性，有機會創造更好的執行結果，但也正是這樣的彈性，讓使用者對求解器多了一層信任假設。\r\n\r\n以資產交易為例，原本使用者發起的操作內容可能是「到 Curve 上用 USDT 換 USDC，再去 Uniswap 把 USDC 換成 ETH」，現在變成「用 5000 USDT 換到不少於 2 ETH」。前者的執行結果未必是最好，不過至少是使用者指定的兌換方式；而後者在求解器運作得宜時會得到更好的執行結果，但操弄的空間始終存在，需要對 surplus shifting 之類的不良行為設下限制。\r\n\r\n和帳號抽象（AA, account abstraction）的競合：\r\n意圖導向和帳號抽象是差不多時間開始發展的方案，兩者時常處於競爭關係，甚至有彼此妨礙的部分。它們想解決的區塊鏈使用者體驗問題有部分重疊，比方說 gas fee。而 AA 的發展讓合約錢包普及率上升，對 intent-centric app 卻可能是個壞消息。從架構設計層面而言，很多 intent 都是基於鏈下的密碼學簽名，這對普通的私鑰錢包（EOA）很容易，但 AA 錢包卻未必都有實作類似的方法，即便有，也需要鏈上合約乃至 solver 的額外支援。當然，也有 intent-centric app（CoWAMM）用了重載過的 EIP1271 來提供表現力比 EOA 更好的 intent，充分發揮垂直整合的優勢，不過那就是後話了。\r\n\r\n麻煩的是，由於帳號抽象和各種 DApp 的相容性還不太好，很多 AA 錢包都做成了白名單特定功能在錢包裡的模式。那麼，理所當然的，總是傳統鏈上送交易的合約先被整合，反過來說，intent-centric app 大概也只能建議使用者先用傳統錢包。如果要克服這個不良循環，就需要在設計 intent 的時候考慮到更多不同錢包類型，或者提供多種操作方式，暫時讓鏈上直送交易和鏈下簽名並存。"},"en":{"title":"Challenges of developing intent-centric apps","describe":"Intent-centric is a recent trend in the development of blockchain apps, which improves efficiency and user experience by abstracting operations. However, the actual development of intent-centric apps also encounters some technical challenges that were not present in the past.\r\n\r\nSolver centricity:\r\nIntent-oriented apps are equivalent to making the interaction mode between users and the blockchain go from imperative to declarative, which not only simplifies the operation, but also gives the solver the flexibility to create better execution results, but it is also the flexibility that makes users have an extra layer of trust assumptions about the solver.\r\n\r\nTaking asset trading as an example, an operation initiated by a user might be \"go to Curve and exchange USDT for USDC, then go to Uniswap and exchange USDC for ETH\", but now it will be \"exchange 5000 USDT for not less than 2 ETH\". The former may not be the best result, but at least it's the conversion method specified by the user. The latter will yield better results when the solver is working properly, but there is always room for manipulation, and there needs to be a limit on undesirable behavior such as surplus shifting.\r\n\r\nCompetition with AA (account abstraction):\r\nIdea-guided and account abstraction were developed around the same time, and they are often in competition with each other, and even have parts that interfere with each other. There is some overlap in the blockchain user experience problems they are trying to solve, such as gas fees, and the growth of AA, which has led to an increase in the popularity of contract wallets, may be bad news for intent-centric apps. From an architectural design perspective, many of the intents are based on cryptographic signatures down the chain, which is easy for normal private key wallets (EOA), but AA wallets may not always have a similar method of implementation, and even if they do, it requires additional support from the contract on the chain, or even from the solver. Of course, there are intent-centric apps (CoWAMM) that use a reloaded EIP1271 to provide better-performing intent than EOA, taking full advantage of vertical integration, but that's a story for another day.\r\n\r\nTrouble is, because account abstraction is not yet very compatible with various DApps, many AA wallets are made to whitelist specific features in the wallet. So, of course, it's always the traditional contracts that send transactions up the chain that get integrated first, and in turn, intent-centric apps can probably only suggest that users use traditional wallets first. To overcome this undesirable cycle, we need to consider more different wallet types when designing the intent, or provide multiple ways of operation, so that uplinked transactions and downlinked signatures can co-exist for the time being. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/CQQHAS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CRFBFV","type":117,"room":81,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T11:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"【BoF】 InnoNet Hackathon 構想討論","describe":"你也對服務維運、網路、伺服器有興趣嗎？那...要不要一起來辦一場超大的黑客松！\r\n\r\n在這場黑客松中，參賽者將從零開始：上架設備、拉線、安裝系統、設計網路與部署服務，完整體驗基礎建設的實務與挑戰。\r\n\r\n看起來很抽象對不對，其實很簡單的，我想辦的是：\r\n一場讓大家都可以輕鬆參加的服務建置黑客松\r\n一場讓大家都有機會碰到實際企業環境的活動\r\n一場讓大家都體驗得到網路是怎麼蹦出來的遊戲\r\n\r\n如果你在事前有什麼想法，也可以先來跟聊聊看！\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"en":{"title":"【BoF】 InnoNet Hackathon 構想討論","describe":"你也對服務維運、網路、伺服器有興趣嗎？那...要不要一起來辦一場超大的黑客松！\r\n\r\n在這場黑客松中，參賽者將從零開始：上架設備、拉線、安裝系統、設計網路與部署服務，完整體驗基礎建設的實務與挑戰。\r\n\r\n看起來很抽象對不對，其實很簡單的，我想辦的是：\r\n一場讓大家都可以輕鬆參加的服務建置黑客松\r\n一場讓大家都有機會碰到實際企業環境的活動\r\n一場讓大家都體驗得到網路是怎麼蹦出來的遊戲\r\n\r\n如果你在事前有什麼想法，也可以先來跟聊聊看！\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"tags":[],"uri":"https://coscup.org/2026/session/CRFBFV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"CX7ZB3","type":113,"room":72,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:40:00+08:00","language":"中文","speakers":["7HLLC8"],"zh":{"title":"Hot Topics in Global PGConf","describe":"\"PGConf (Postgres Conference) is held all around the world—let’s explore what topics other countries are focusing on in PostgreSQL!\"\r\n\r\nPGConf (Postgres Conference)全世界到處都有，看看別的國家都在關心PostgreSQL的哪些主題！"},"en":{"title":"Hot Topics in Global PGConf","describe":"\"PGConf (Postgres Conference) is held all around the world—let’s explore what topics other countries are focusing on in PostgreSQL!\""},"tags":[],"uri":"https://coscup.org/2026/session/CX7ZB3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"D3DWKK","type":116,"room":73,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":["8BAALZ","MBSB3E"],"zh":{"title":"Arch in 30(maybe 60) min: From Zero to Hyprland desktop","describe":"Abstract (English, 30-minute version)\r\nWant to run Arch Linux but get stuck at “Where do I even start?”\r\nIn this 30-minute fast-track session I’ll show you how to go from zero to a sleek Wayland desktop in five quick steps:\r\n\r\n1. archinstall in action – watch a clean Arch base spin up in minutes.\r\n2. Wayland vs. Xorg, demystified – pick the display protocol that suits your hardware.\r\n3. Instant Hyprland setup – install and configure Hyprland plus Hyprpaper, Hyprlock, and Hypridle.\r\n4. Make it shine – custom keybindings, dynamic wallpapers, blur, lock-screen, and idle behaviour.\r\n5. Dotfiles & package strategy – clone-and-run scripts that let you redeploy the whole environment anytime.\r\n\r\nBring your laptop and a usb stick—by the end of the talk you’ll leave with all the scripts, dotfiles, and a step-by-step cheat-sheet to build your own lightweight yet eye-catching Arch + Hyprland system at home."},"en":{"title":"Arch in 30(maybe 60) min: From Zero to Hyprland desktop","describe":"Abstract (English, 30-minute version)\r\nWant to run Arch Linux but get stuck at “Where do I even start?”\r\nIn this 30-minute fast-track session I’ll show you how to go from zero to a sleek Wayland desktop in five quick steps:\r\n\r\n1. archinstall in action – watch a clean Arch base spin up in minutes.\r\n2. Wayland vs. Xorg, demystified – pick the display protocol that suits your hardware.\r\n3. Instant Hyprland setup – install and configure Hyprland plus Hyprpaper, Hyprlock, and Hypridle.\r\n4. Make it shine – custom keybindings, dynamic wallpapers, blur, lock-screen, and idle behaviour.\r\n5. Dotfiles & package strategy – clone-and-run scripts that let you redeploy the whole environment anytime.\r\n\r\nBring your laptop and a usb stick—by the end of the talk you’ll leave with all the scripts, dotfiles, and a step-by-step cheat-sheet to build your own lightweight yet eye-catching Arch + Hyprland system at home."},"tags":[],"uri":"https://coscup.org/2026/session/D3DWKK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DBXUUG","type":116,"room":80,"start":"2025-08-09T11:30:00+08:00","end":"2025-08-09T12:00:00+08:00","language":"中文","speakers":["CBUNF3"],"zh":{"title":"用 AI 快速開啟 PoC 原型","describe":"你是否曾經有一個好點子，卻苦於不知道怎麼快速驗證它？本場分享將帶你從零開始，運用 AI 工具（如 GPT API、Agent Framework、Workflow 、與新出現的 AI 工具等），快速獲得打造 Side Project 的可行性原型（PoC）概念。我會分享自己打造 AI 專案的經歷， 例如在 48 小時內建出「AI 銷售助理系統」、字幕編輯平台、股票資訊整合平台等等，展示從發想、設計到落地的過程。這不只是一場技術分享，更是鼓勵每一位開發者把握靈感、與 AI 協作快速實踐、落地創意的行動指南！"},"en":{"title":"Quickly Open PoC Prototypes with AI","describe":"Have you ever had a good idea, but don't know how to validate it quickly? In this session, we will take you to start from scratch and use AI tools (such as GPT API, agent framework, workflow orchestration, and new AI tools) to quickly build a side project's feasibility prototype (PoC). I will use the example of how I recently built an \"AI sales assistant system\" in 48 hours to show the process from conceptualization, design to implementation. This is not only a technical sharing, but also an action guide to encourage every developer to grasp the inspiration and use AI to help you realize your creativity! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/DBXUUG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DCKJGR","type":113,"room":92,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"中文","speakers":["HM3LDG"],"zh":{"title":"隨手畫地圖 - 用一碗麵的時間把店家新增到 OSM 上","describe":"你知道嗎？編輯開放街圖可以像在 Google Map 上評分店家一樣簡單！ OpenStreetMap 中商家的完整度明顯不如 G 社，本議程讓你在吃飯的時間、排隊的時間，隨手點二下就能把店名和分類標記在 OSM 上，打破地圖編輯非得是專業的印象，讓每個人都有能力做出貢獻，靠眾人的力量改善 OSM 街道上一片空白的窘境。\r\n\r\nVespucci 是一款 Android OSM 編輯器，本議程介紹 OSM 基本概念與編輯，包含 app 操作教學、商店常見的屬性該怎麼填寫、取用相片的 EXIF 座標、使用 GPS 定位、 Vespucci 介面客制化等內容。\r\n\r\n在吃飯時，與其在 Google Map 上幫店家評分，提供資料給 G 社 ，不如把時間貢獻給自由開放的 OSM，共勉之！"},"en":{"title":"Drawing Maps - Adding stores to OSM in the time it takes to have a bowl of noodles","describe":"Did you know that Editing OpenStreetMap can be as easy as rating stores on Google Map! The completeness of the businesses in OpenStreetMap is obviously not as good as that of G Society. This agenda allows you to mark the names and categories of the stores on OSM with a few clicks during the time of eating or queuing up, breaking the impression that map editors have to be professionals, and allowing everyone to have the ability to make a contribution, and relying on the power of the masses to improve the dilemma of a blank OSM street.\r\n\r\nVespucci is an Android OSM editor. This program introduces the basic concepts of OSM and editing, including app operation, how to fill in common store attributes, accessing the EXIF coordinates of photos, using GPS to locate the location, and customizing the Vespucci interface.\r\n\r\nDuring the meal, instead of rating stores on Google Map and providing information to G-Society, we should dedicate our time to the free and open OSM, so let's encourage each other! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/DCKJGR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DFRZ3Y","type":97,"room":94,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T13:30:00+08:00","language":"英語","speakers":["DAQF7X"],"zh":{"title":"Opening a New Window in Life: How a Humanities Major Entered the World of Open Source","describe":"This talk explores how non-engineers—especially those from non-technical backgrounds—can find meaningful ways to participate in open-source communities, gain confidence, and grow through contribution.\r\nDrawing from experience in the Redmine community, the session introduces practical ways to contribute without writing code—such as translation, documentation, and providing user feedback. It also discusses how language skills and a user’s perspective can be vital in supporting global collaboration.\r\nThe talk will cover how to overcome initial barriers, what contributors can gain through involvement, and how open source offers a space to build confidence, purpose, and connection.\r\nThis session is ideal for non-engineers, newcomers to open source, or anyone who feels unsure about how they can contribute. You’ll walk away with concrete ideas on how to get started, where to find support, and how to grow through open collaboration—even without a technical background."},"en":{"title":"Opening a New Window in Life: How a Humanities Major Entered the World of Open Source","describe":"This talk explores how non-engineers—especially those from non-technical backgrounds—can find meaningful ways to participate in open-source communities, gain confidence, and grow through contribution.\r\nDrawing from experience in the Redmine community, the session introduces practical ways to contribute without writing code—such as translation, documentation, and providing user feedback. It also discusses how language skills and a user’s perspective can be vital in supporting global collaboration.\r\nThe talk will cover how to overcome initial barriers, what contributors can gain through involvement, and how open source offers a space to build confidence, purpose, and connection.\r\nThis session is ideal for non-engineers, newcomers to open source, or anyone who feels unsure about how they can contribute. You’ll walk away with concrete ideas on how to get started, where to find support, and how to grow through open collaboration—even without a technical background."},"tags":[],"uri":"https://coscup.org/2026/session/DFRZ3Y","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DGJFQ9","type":97,"room":91,"start":"2025-08-09T15:45:00+08:00","end":"2025-08-09T16:15:00+08:00","language":"中文","speakers":["C7CJZM"],"zh":{"title":"GKI Kernel:  終結 Android Kernel 的碎片化時代","describe":"《GKI Kernel: 終結 Android Kernel 的碎片化時代》  \r\nGoogle 為解決 Android 生態系統長期存在的內核碎片化問題所採取的革命性措施。  \r\nGKI（Generic Kernel Image）是一項專注於將 Android 核心從硬體供應商專屬修改中分離的技術創新，旨在實現通用化和模組化的內核架構。  \r\n透過 GKI，Google 引入了標準化的內核基底，使設備製造商能在統一框架下實現硬體相容性，同時大幅降低更新與維護的成本與複雜度。這不僅促進了 Android 裝置的更新速度，也提升了用戶的安全性與效能體驗。"},"en":{"title":"GKI: Ending kernel fragmentations on Android","describe":"GKI Kernel: Ending the Fragmentation of the Android Kernel\".\r\nGoogle's revolutionary approach to solving the long-standing problem of kernel fragmentation in the Android ecosystem.\r\nGKI (Generic Kernel Image) is a technological innovation focused on separating the Android kernel from hardware vendor-specific modifications, with the aim of achieving a generalized and modularized kernel architecture.\r\nThrough GKI, Google has introduced a standardized kernel substrate that enables device manufacturers to achieve hardware compatibility under a unified framework while significantly reducing the cost and complexity of updates and maintenance. This not only facilitates faster updates to Android devices, but also improves the security and performance experience for users. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/DGJFQ9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DK79RG","type":116,"room":93,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T11:00:00+08:00","language":"English","speakers":["FPNLZG"],"zh":{"title":"The State of Open-Source Firmware","describe":"This talk is about the current state of open-source firmware in the industry, from embedded to server, from host to BMC."},"en":{"title":"The State of Open-Source Firmware","describe":"This talk is about the current state of open-source firmware in the industry, from embedded to server, from host to BMC."},"tags":[],"uri":"https://coscup.org/2026/session/DK79RG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DKNSNL","type":113,"room":95,"start":"2025-08-10T10:20:00+08:00","end":"2025-08-10T11:00:00+08:00","language":"Mandarin","speakers":["TSBW9B"],"zh":{"title":"Software Defined Vehicles: Innovations Through Open Source Collaboration","describe":"Software Defined Vehicles (SDVs) mark a significant evolution in the automotive industry, shifting the focus from traditionally hardware-centric designs to software-driven systems. Earlier, automotive systems were built using a hardware-first approach; today, vehicles are increasingly powered by complex, software-based solutions.\r\n\r\nSeveral open-source alliances—such as AGL, ELISA, SOAFEE, Eclipse, COVESA, Autosar, and others—are uniting to accelerate the development of SDVs. In this session, we will provide an overview of these initiatives, explaining how these alliances are shaping the future of automotive technology.\r\n\r\nIn particular, the AGL SDV Expert Group is at the forefront of this movement, committed to developing common SDV platforms through open-source collaboration. As the leader of this group, the speaker will share the group’s vision, detailed activities and future plans, offering a closer look at AGL’s efforts in the SDV space.\r\n\r\nThis presentation is designed to initiate collaboration between the automotive open-source community and COSCUP attendees, and will be conducted in both English and Chinese.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/DKNSNL/resources/AGL_coscup_2025_SDV_Tra_wzqmUjr.pdf)"},"en":{"title":"Software Defined Vehicles: Innovations Through Open Source Collaboration","describe":"Software Defined Vehicles (SDVs) mark a significant evolution in the automotive industry, shifting the focus from traditionally hardware-centric designs to software-driven systems. Earlier, automotive systems were built using a hardware-first approach; today, vehicles are increasingly powered by complex, software-based solutions.\r\n\r\nSeveral open-source alliances—such as AGL, ELISA, SOAFEE, Eclipse, COVESA, Autosar, and others—are uniting to accelerate the development of SDVs. In this session, we will provide an overview of these initiatives, explaining how these alliances are shaping the future of automotive technology.\r\n\r\nIn particular, the AGL SDV Expert Group is at the forefront of this movement, committed to developing common SDV platforms through open-source collaboration. As the leader of this group, the speaker will share the group’s vision, detailed activities and future plans, offering a closer look at AGL’s efforts in the SDV space.\r\n\r\nThis presentation is designed to initiate collaboration between the automotive open-source community and COSCUP attendees, and will be conducted in both English and Chinese.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/DKNSNL/resources/AGL_coscup_2025_SDV_Tra_wzqmUjr.pdf)"},"tags":[],"uri":"https://coscup.org/2026/session/DKNSNL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DMKPPV","type":113,"room":93,"start":"2025-08-09T15:50:00+08:00","end":"2025-08-09T16:20:00+08:00","language":"中文","speakers":["G3HJDZ"],"zh":{"title":"從戰災到斷網：打造數位韌性，守護民主底線","describe":"當災難來臨，民主準備好了嗎？\r\n\r\n從戰爭風險到疫情封鎖，國家是否能在危機中守住民主、維護連網自由？\r\n我們主張：政府在和平時期就應預建法治防線，讓數位韌性與民主機制得以在非常時期運作。這不只是科技問題，更是政府義務。\r\n\r\n本場次將探討由民間司法改革基金會推出的《數位權利基本法》第八條的制度設計提案，如何回應當前全球面對的戰災與網路基礎設施風險，並提出民間參與、公權力限制與數位民防的具體方案。"},"en":{"title":"From Disaster to Disconnection: Building Digital Resilience and Protecting the Bottom Line of Democracy","describe":"When disaster strikes, is democracy ready?\r\n\r\nFrom the risk of war to the threat of an epidemic, can countries defend democracy and freedom of access in times of crisis?\r\nWe argue that governments should build in the rule of law in times of peace, so that digital resilience and democratic institutions can function in extraordinary times. This is not just a technological issue, but a governmental obligation.\r\n\r\nIn this session, we will explore how the proposed institutional design of Article 8 of the Basic Law on Digital Rights, introduced by the Civil Justice Reform Foundation, responds to the current war and network infrastructure risks facing the world, and proposes concrete solutions for civil participation, public power limitations, and digital civil defense. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/DMKPPV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DMQXBA","type":113,"room":85,"start":"2025-08-10T11:45:00+08:00","end":"2025-08-10T12:45:00+08:00","language":"中文","speakers":["JWUFMA"],"zh":{"title":"STUNMESH-go: Wireguard NAT穿隧工具的源起與介紹","describe":"STUNMESH-go 是一個以 WireGuard 為核心，專為 NAT 穿透場景設計的輕量級連線工具。它不需要中心伺服器，利用 STUN 協議與 mesh 架構實現點對點通訊，即使雙方都在 CGNAT 或封閉網路下，也能自動協調連線路徑。本議程將分享 STUNMESH-go 的設計背景、核心機制與實務應用經驗，並探討其在自託管、分散式服務、自架 mesh VPN 等情境下的潛力。"},"en":{"title":"STUNMESH-go: Wireguard NAT穿隧工具的源起與介紹","describe":"STUNMESH-go 是一個以 WireGuard 為核心，專為 NAT 穿透場景設計的輕量級連線工具。它不需要中心伺服器，利用 STUN 協議與 mesh 架構實現點對點通訊，即使雙方都在 CGNAT 或封閉網路下，也能自動協調連線路徑。本議程將分享 STUNMESH-go 的設計背景、核心機制與實務應用經驗，並探討其在自託管、分散式服務、自架 mesh VPN 等情境下的潛力。"},"tags":[],"uri":"https://coscup.org/2026/session/DMQXBA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DMSF3Z","type":116,"room":88,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"English","speakers":["YFXWSK"],"zh":{"title":"I Write, and My Blog Schedules and Promotes Itself (Sort of)","describe":"Writing is hard. Publishing everywhere, every time—harder.\r\nSo I built myself an agent to do it.\r\n\r\nIn this talk, I’ll share how I designed a custom MCP client that works with Langchain adapters and LLMs to help me with one thing: stop doing the same blog-posting steps over and over again. The agent edits my drafts, schedules them for publishing, and promoting across platforms. It saves me time, and assists me to be more productive. I’ll show you how I built it, what broke, things to consider and why you might want one too."},"en":{"title":"I Write, and My Blog Schedules and Promotes Itself (Sort of)","describe":"Writing is hard. Publishing everywhere, every time—harder.\r\nSo I built myself an agent to do it.\r\n\r\nIn this talk, I’ll share how I designed a custom MCP client that works with Langchain adapters and LLMs to help me with one thing: stop doing the same blog-posting steps over and over again. The agent edits my drafts, schedules them for publishing, and promoting across platforms. It saves me time, and assists me to be more productive. I’ll show you how I built it, what broke, things to consider and why you might want one too."},"tags":[],"uri":"https://coscup.org/2026/session/DMSF3Z","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DNTGSP","type":113,"room":84,"start":"2025-08-10T10:50:00+08:00","end":"2025-08-10T11:20:00+08:00","language":"中文","speakers":["R7PSSK"],"zh":{"title":"解密 MLPerf ，從雲端到邊緣：如何定義 AI 性能新標準","describe":"MLPerf 是由非營利組織 MLCommons 推動的開源 AI Benchmark 標準，廣泛應用於雲端、終端與嵌入式裝置，其程式碼、模型、測試流程皆公開於 GitHub，致力於打造透明且可重現的 AI 性能評估框架。本演講由 MLPerf Tiny Working Group 共同主席 Peter Chang 主講，將介紹 MLCommons 的開源使命、MLPerf 各類 benchmark 的設計與應用，並分享實際提交流程與業界案例。此外，演講也將介紹 MLPerf Enrichment Interview 訪談計畫與志工參與機會，目前 MLPerf 正在積極招募社群開發者參與 benchmark 的測試設計、程式開發與資料維護，歡迎有興趣貢獻 AI 評測基礎建設的開發者一同加入開源社群的行列！"},"en":{"title":"Demystifying MLPerf, from the Cloud to the Edge: How to Define a New Standard for AI Performance","describe":"MLPerf is an open source AI benchmark standard promoted by the non-profit organization MLCommons, which is widely used in cloud, terminal, and embedded devices. Its code, models, and testing process are all open on GitHub, and it is dedicated to creating a transparent and reproducible AI performance evaluation framework. Peter Chang, co-chair of the MLPerf Tiny Working Group, will introduce the open source mission of MLCommons, the design and application of various MLPerf benchmarks, and share the actual submission process and industry cases. In addition, the talk will also introduce the MLPerf Enrichment Interview program and volunteer opportunities. MLPerf is actively recruiting community developers to participate in benchmark test design, program development, and data maintenance, and welcomes developers who are interested in contributing to the AI evaluation infrastructure to join the open source community! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/DNTGSP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"DQXTXQ","type":117,"room":83,"start":"2025-08-09T13:10:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"Mandarin","speakers":["Q3ZX9W"],"zh":{"title":"Workshop - Ruby 醬　～　駭！分分鐘帶你用 Metasploit 打下網站","describe":"### 預定內容大綱 / 講綱\r\n\r\n將帶領參與人員從零學習開源滲透框架 Metasploit Framework，並一步步完成完整的網站滲透測試！本場議程設計為實作導向，無論你是剛踏入資安領域的新手，還是對攻防實戰有興趣的開發者，都能在活動中有所收穫。我們將從最基本的環境架設與操作介面出發，實際示範如何進行目標網站的資訊蒐集、漏洞掃描、模組選擇，最後利用 Metasploit 執行漏洞利用、提權等攻擊流程。  \r\n報名連結：https://docs.google.com/forms/d/e/1FAIpQLScuZNs49IudWNY0WY1dFbuu6BAX9rMpjOS0CCpz7ENxmb1QQg/viewform?usp=preview"},"en":{"title":"Workshop - Ruby Sauce - Hacked! Take you to lay down a website with Metasploit in minutes!","describe":"### Default Outline / Syllabus\r\n\r\nThis session is designed for participants to learn the Metasploit Framework from scratch and complete a complete website penetration test step by step! The program is designed to be hands-on, so whether you are a newcomer to the security field or a developer interested in attack and defense, you will be able to get something out of this event. We will start from the most basic environment setup and interface, and demonstrate how to collect information, scan vulnerabilities, select modules, and finally utilize Metasploit to execute vulnerability exploitation, authorization and other attack processes on the target website. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/DQXTXQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"E9UKFQ","type":97,"room":91,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"英語","speakers":["VRBHKF"],"zh":{"title":"AI may not imitate Handmake - why sake/wine/craft beer are not make by 'Robots'","describe":"AI is getting clever at learning many things; there are very few Sake/Wine/Craft beers made by AI robots. Why AI cannot brew? Masafumi will discuss why they dare NOT use AI through his interviews and help some Sake/Wine breweries with their IT projects - It is like the journey \"Do Androids Dream Of Electric Sheep?\""},"en":{"title":"AI may not imitate Handmake - why sake/wine/craft beer are not make by 'Robots'","describe":"AI is getting clever at learning many things; there are very few Sake/Wine/Craft beers made by AI robots. Why AI cannot brew? Masafumi will discuss why they dare NOT use AI through his interviews and help some Sake/Wine breweries with their IT projects - It is like the journey \"Do Androids Dream Of Electric Sheep?\""},"tags":[],"uri":"https://coscup.org/2026/session/E9UKFQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EAFFR8","type":116,"room":80,"start":"2025-08-09T14:30:00+08:00","end":"2025-08-09T15:00:00+08:00","language":"中文","speakers":["DKRLMJ"],"zh":{"title":"貢獻 rust-clippy 的土魠利歐 (tutorial)","describe":"哈囉，我喜歡編譯器和 Rust，所以就來貢獻這專案了。\r\n去年講過類似的主題，但去年比較集中在如何貢獻開源專案，結果發現跟很多人講類似的東西，今年會介紹如何貢獻 rust-clippy，就是一些如何入門，內容也蠻簡單的，因為難的我會叫你去看文件。\r\nclippy 是 rust 官方的靜態分析工具，基本上我預計介紹如何在 clippy 的框架下增加 lint，該讀哪些文件之類的，讓大家看看範例。\r\n雖然內容不難，但最好對於樹資料結構有概念。"},"en":{"title":"Contributing to rust-clippy: A Beginner's Tutorial","describe":"Hello, I like compilers and Rust, so I'm here to contribute to this project.\r\nLast year I talked about similar topics, but last year I was more focused on how to contribute to open source projects, and I found that with many people talking about similar things, this year I will introduce how to contribute rust-clippy, that is, how to get started with some of the content is also quite simple, because of the difficult I will ask you to go to see the file.\r\nclippy is the official rust static analysis tool, basically I expect to introduce how to add lint under the framework of clippy, which files to read and so on, so that we can see examples.\r\nAlthough the content is not difficult, it is better to have a concept of tree data structure. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/EAFFR8","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EDFQ98","type":113,"room":88,"start":"2025-08-09T13:20:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"中文","speakers":["UDMCG7"],"zh":{"title":"打造全新的 GGML 後端：方法、挑戰以及新型加速器的機遇","describe":"llama.cpp/GGML 是一個流行的軟體，用於運行（主要是）大型語言模型。它支援常見的消費級和企業級硬體，例如 NVIDIA、AMD 和 Intel 的 GPU。但是，如果您想引入新的加速器呢？例如，一間公司發表可將功耗降低數倍的新架構。本次演講旨在分享為 Tenstorrent 的  Wormhole AI 處理器構建一個（正在進行中的）GGML 後端的經驗"},"en":{"title":"Building a new GGML backend: How, Challenges and Opportunities with Novel Accelerators","describe":"llama.cpp/GGML is a popular piece of software to run (mostly) large language models. It has support for common consumer and enterprise hardware like NVIDIA, AMD and Intel GPUs. But what if you want to onboarding new accelerators? Say a new architecture that promises to reduce power by a few fold. This talk aims to share the experience and knowledge learned building a (work in progress) GGML backend for Tenstorrent's Grayskull and Wormhole AI processor. And what's like to work with a brand new software stack."},"tags":[],"uri":"https://coscup.org/2026/session/EDFQ98","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EDUWQQ","type":116,"room":78,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T14:30:00+08:00","language":"中文","speakers":["YY79VM"],"zh":{"title":"未來前端工程師，產業路徑曲線","describe":"本場分享將從產業實務的角度，探討前端工程師未來的職涯發展曲線。內容包含技術演進（如 AI 工具鏈與自動化前端流程）、職能延伸（從 UI 到產品思維、再到資料與後端的整合），以及從工程師到創業者的轉換經驗。你將看到前端工程師不再只是畫面切版者，而是新一代產品共創者與技術整合者。"},"en":{"title":"未來前端工程師，產業路徑曲線","describe":"本場分享將從產業實務的角度，探討前端工程師未來的職涯發展曲線。內容包含技術演進（如 AI 工具鏈與自動化前端流程）、職能延伸（從 UI 到產品思維、再到資料與後端的整合），以及從工程師到創業者的轉換經驗。你將看到前端工程師不再只是畫面切版者，而是新一代產品共創者與技術整合者。"},"tags":[],"uri":"https://coscup.org/2026/session/EDUWQQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EJDGTD","type":113,"room":92,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:30:00+08:00","language":"中文","speakers":["QWMQRJ","HXGACU","Q8PU9E"],"zh":{"title":"當代的孤兒報刊：網頁保存、研究資料、以及未來展望","describe":"台灣《蘋果日報》2003 年創刊，至 2022 年網站停止更新，2023 年起無法瀏覽，自此該報近 20 年來記錄台灣過往生活、社會、娛樂與政治的新聞報導與各式評論隨之消失於線上。與其姊妹報香港《蘋果日報》相仿，該報社因多重原因解體，承載大量常民生活紀錄的網站因此離線，關於如太陽花與雨傘運動等重要當代事件的新聞，包含文字報導與影音內容，一般人再也難以線上取用，這對教育、研究與當代歷史的保存造成不小的影響。本報告將分享我們整理並轉換 Archive Team 於 2022 年以 WARC (Web ARChive) 格式封存的台灣《蘋果日報》網頁，並建構數十萬篇新聞內容的研究資料集的經驗。我們使用 IPTC (International Press Telecommunications Council) 的 ninjs（News in JSON）格式，轉錄這批封存檔案的內容，成為方便檢索使用的資料庫。祈望我們的嘗試能重啟這類孤兒報刊在公眾近用 (public access) 與研究使用的契機。\r\n\r\n本次分享內容部份取自我們 2025 年 4 月於 Web Archiving Conferene 2025 (WAC2025）的報告： Recently Orphaned Newspapers: From Archived Webpages to Reusable Datasets and Research Outlooks (https://pid.depositar.io/ark:37281/k5p3h9k37)。"},"en":{"title":"Contemporary Orphan Newspapers: Web Preservation, Research Materials, and Future Prospects","describe":"Taiwan's Apple Daily was founded in 2003, but its website stopped being updated in 2022 and has been unavailable since 2023. Since then, the newspaper's nearly 20 years of news and commentary on Taiwan's past life, society, entertainment, and politics have disappeared from the Internet. Similar to its sister newspaper, the Apple Daily in Hong Kong, which was dissolved for multiple reasons, the newspaper's website, which contained a large amount of records on the lives of ordinary people, is now offline. News about important contemporary events such as the Sunflower and Umbrella movements, including written reports and audio-visual content, are no longer available online to the general public, which has had a significant impact on education, research, and the preservation of contemporary history. This report will share our experience in organizing and converting the Archive Team's 2022 archive of Taiwan's Apple Daily website in WARC (Web ARChive) format, and building a research dataset of hundreds of thousands of news articles. We used IPTC (International Press Telecommunications Council) ninjs (News in JSON) format to transcribe the content of this archive into a searchable database. It is hoped that our attempt will revitalize the public access and research use of such orphan newspapers.\r\n\r\nThis sharing is partly based on our April 2025 report in Web Archiving Conferene 2025 (WAC2025): Recently Orphaned Newspapers: From Archived Webpages to Reusable Datasets and Research Outlooks (). Research Outlooks (https://pid.depositar.io/ark:37281/k5p3h9k37). (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/EJDGTD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EKUYPY","type":117,"room":81,"start":"2025-08-09T11:00:00+08:00","end":"2025-08-09T12:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"【BoF】 SITCON 灰客松 2026 ㄉ討論","describe":"你也對 SITCON 很久沒有黑客松感到遺憾嗎？\r\n你也想為偏鄉的學生們做些什麼嗎？\r\n\r\n在這場黑客松，你將實地發現問題，提出解決方案並將企劃實現，完成一個只屬於你的作品。\r\n\r\nSITCON 灰客松 2026 是一場介於黑客松與社會實驗之間的探索型活動，參與者將組隊走進偏鄉地區，與當地學生、教師、組織對話，發現問題、理解現場、實作解方，最後回到城市發表成果。\r\n\r\n預計將透過篩選參與者、專家諮詢、實地訪查等階段，引導團隊完成從「問題探索」到「MVP 原型」的完整過程。\r\n\r\n我們相信，不只是寫程式，而是用科技回應現實問題，才是技術最有力的樣子。\r\n\r\n這是一場與地方共生的旅程：\r\n你將走進需求迫切的角落，用雙腳感受現場、用雙眼看見問題、用雙手做出改變。從觀察、設計、實作到反覆驗證，打造真正解決問題的行動計畫。\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"en":{"title":"【BoF】 SITCON 灰客松 2026 ㄉ討論","describe":"你也對 SITCON 很久沒有黑客松感到遺憾嗎？\r\n你也想為偏鄉的學生們做些什麼嗎？\r\n\r\n在這場黑客松，你將實地發現問題，提出解決方案並將企劃實現，完成一個只屬於你的作品。\r\n\r\nSITCON 灰客松 2026 是一場介於黑客松與社會實驗之間的探索型活動，參與者將組隊走進偏鄉地區，與當地學生、教師、組織對話，發現問題、理解現場、實作解方，最後回到城市發表成果。\r\n\r\n預計將透過篩選參與者、專家諮詢、實地訪查等階段，引導團隊完成從「問題探索」到「MVP 原型」的完整過程。\r\n\r\n我們相信，不只是寫程式，而是用科技回應現實問題，才是技術最有力的樣子。\r\n\r\n這是一場與地方共生的旅程：\r\n你將走進需求迫切的角落，用雙腳感受現場、用雙眼看見問題、用雙手做出改變。從觀察、設計、實作到反覆驗證，打造真正解決問題的行動計畫。\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"tags":[],"uri":"https://coscup.org/2026/session/EKUYPY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EQAFPS","type":113,"room":82,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["39KDHM"],"zh":{"title":"Web3 新手開發入門跟經驗分享","describe":"以開發者角度分享經驗，介紹合約跟前端開發常用工具，以及在學習過程中可能會遇到的種種困難\r\n\r\n此議程比較開放自由，會比較輕鬆地聊聊各種雜七雜八的事，過程中會由淺至深談論一些概念，對區塊鏈有點興趣的都可以來參加\r\n\r\n最後，會分享一些我對於加入 Web3 的經驗跟看法"},"en":{"title":"Web3 Newbie Developer Introduction and Experience Sharing","describe":"Sharing experience from developer's point of view, introducing common tools for contract and front-end development, as well as the difficulties that may be encountered during the learning process.\r\n\r\nThis program is more open and free, will be more relaxed to talk about all kinds of miscellaneous things, the process will be from shallow to deep talk about some concepts, interested in blockchain can come to join!\r\n\r\nFinally, I'll share some of my experience and views on joining Web3. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/EQAFPS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EQXQVM","type":117,"room":94,"start":"2025-08-10T13:40:00+08:00","end":"2025-08-10T14:30:00+08:00","language":"其他","speakers":["VRBHKF"],"zh":{"title":"【BoF】 Building Global Communities — Beyond Cultural and Ideological Divides","describe":"It has been three years since COSCUP and OSPN began their exchanged track. Although early efforts faced challenges, the third year marks a turning point where both sides now collaborate more effectively.\r\n\r\nMeanwhile, the internet has made IT more global, and open source has further accelerated that trend by expanding community scale and diversity. Masafumi Ohta, a contributor to global projects like OpenSolaris, has used this experience to engage in international open source communities, including Raspberry Pi and OpenStack.\r\n\r\nIn this session, Masafumi shares how global collaboration has shaped his open source journey and invites discussion on what individuals and communities can do to grow their projects through global engagement.\r\n\r\n(Japanese)\r\nCOSCUPとOSPNによるトラック交換が始まってから3年が経ちました。当初は準備不足などの課題もありましたが、3年目に入り、ようやくお互いの連携が本格的に機能し始めました。\r\n\r\nインターネットの発展によりITテクノロジーは国境を越えて広がり、オープンソースの普及によってそのグローバル化はさらに加速しています。OSSコミュニティは世界中でつながり、今や多くの人々が国や文化を超えて協働しています。\r\n\r\n私は、OpenSolarisプロジェクトにおいてグローバルな開発経験を持ち、その後もRaspberry PiやOpenStackなどで国際的なオープンソースコミュニティとの連携を深めて相互のオープンソースの規模の拡大に貢献してきました。\r\n\r\n本セッションでは、OSSプロジェクトをより良くするために「グローバル化」の視点がなぜ重要なのかを探り、実際にグローバル規模での連携を行う上で直面する課題や工夫について具体例を交えながら共有します。また、個人や地域コミュニティがどのようにして国際的なネットワークとつながり、より大きなオープンソースエコシステムに参加していけるのかを、皆さんと共に議論したいと思います。是非議論にご参加ください。"},"en":{"title":"【BoF】 Building Global Communities — Beyond Cultural and Ideological Divides","describe":"It has been three years since COSCUP and OSPN began their exchanged track. Although early efforts faced challenges, the third year marks a turning point where both sides now collaborate more effectively.\r\n\r\nMeanwhile, the internet has made IT more global, and open source has further accelerated that trend by expanding community scale and diversity. Masafumi Ohta, a contributor to global projects like OpenSolaris, has used this experience to engage in international open source communities, including Raspberry Pi and OpenStack.\r\n\r\nIn this session, Masafumi shares how global collaboration has shaped his open source journey and invites discussion on what individuals and communities can do to grow their projects through global engagement.\r\n\r\n(Japanese)\r\nCOSCUPとOSPNによるトラック交換が始まってから3年が経ちました。当初は準備不足などの課題もありましたが、3年目に入り、ようやくお互いの連携が本格的に機能し始めました。\r\n\r\nインターネットの発展によりITテクノロジーは国境を越えて広がり、オープンソースの普及によってそのグローバル化はさらに加速しています。OSSコミュニティは世界中でつながり、今や多くの人々が国や文化を超えて協働しています。\r\n\r\n私は、OpenSolarisプロジェクトにおいてグローバルな開発経験を持ち、その後もRaspberry PiやOpenStackなどで国際的なオープンソースコミュニティとの連携を深めて相互のオープンソースの規模の拡大に貢献してきました。\r\n\r\n本セッションでは、OSSプロジェクトをより良くするために「グローバル化」の視点がなぜ重要なのかを探り、実際にグローバル規模での連携を行う上で直面する課題や工夫について具体例を交えながら共有します。また、個人や地域コミュニティがどのようにして国際的なネットワークとつながり、より大きなオープンソースエコシステムに参加していけるのかを、皆さんと共に議論したいと思います。是非議論にご参加ください。"},"tags":[],"uri":"https://coscup.org/2026/session/EQXQVM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ETRM7R","type":97,"room":85,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"英文","speakers":["RR3SMW"],"zh":{"title":"Selfhosted Visualizing AI Workflows with LangGraph-GUI & CrewAI-GUI","describe":"AI workflow systems with frameworks like LangGraph and CrewAI often requires deep coding expertise, limiting accessibility for non-developers and slowing prototyping. In this talk, I’ll introduce LangGraph-GUI and CrewAI-GUI, two open-source visual tools that let users design, debug, and deploy LLM workflows."},"en":{"title":"Selfhosted Visualizing AI Workflows with LangGraph-GUI & CrewAI-GUI","describe":"AI workflow systems with frameworks like LangGraph and CrewAI often requires deep coding expertise, limiting accessibility for non-developers and slowing prototyping. In this talk, I’ll introduce LangGraph-GUI and CrewAI-GUI, two open-source visual tools that let users design, debug, and deploy LLM workflows."},"tags":[],"uri":"https://coscup.org/2026/session/ETRM7R","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EWAE9K","type":117,"room":90,"start":"2025-08-09T12:30:00+08:00","end":"2025-08-09T13:30:00+08:00","language":"中文","speakers":["QWBSWP","WZGMJG"],"zh":{"title":"OONI 網路審核干預資料分析","describe":"在數位監控與網路審查逐漸蔓延的環境中，新聞記者、公民團體與人權倡議者正面臨前所未有的資訊風險：通訊可能被攔截、身分可能被追蹤，受訪者的安全也面臨威脅。在這樣的時代，我們需要不只依賴平台，而是重新掌握通訊的主控權。\r\n\r\n本工作坊將由在地開源社群「匿名網路社群 anoni.net」提供技術支援與實務引導，介紹 Tor、Tails、OONI 等開源匿名網路工具，協助參與者建立第二安全裝置、匿名連線與進行網路審查偵測，提升行動與倡議的數位韌性。讓我們一起實踐資訊自由的基礎建設，用技術守護真相與抵抗壓迫。\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1230\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net\r\n\r\n工作坊報名： https://form.anoni.net/s/cmc5t86n8000hlj0199ocqw2m\r\n\r\n**OONI 網路審核干預資料分析**\r\n\r\n您將瞭解：\r\n\r\n- 什麼是 OONI 計畫？\r\n- 什麼是 OONI Probe 與如何運作？\r\n\t- OONI Probe 行動裝置版安裝與使用說明、臺灣觀測名單未更新問題\r\n- 如何使用 OONI Explorer 介面解讀觀測資料\r\n\t- 區間資料、國家類別比較、觀測資料結果的判定\r\n- 使用 OONI Run v2 建立觀測網站名單列表\r\n\t- 建立自己的網路觀測名單、如何在 OONI Explorer 中查閱自行觀測結果\r\n- 其他與 OONI 類似的觀測資料計畫\r\n\t- Cloudflare Radar、IODA、Sinar Project\r\n\r\n提醒：活動進行時需要使用到筆記型電腦或行動裝置，報名此工作坊時請記得攜帶設備，現場有臨時搭建的網路可供教學時使用。"},"en":{"title":"OONI Network Interference Observation","describe":"In an environment where digital surveillance and internet censorship are on the rise, journalists, civil society groups, and human rights advocates face unprecedented information risks: communications may be intercepted, identities may be tracked, and interviewees' safety may be threatened. In such times, we need to go beyond relying on platforms and regain control over communication.\r\n\r\nIn this workshop, the local open-source community \"Anoni.net\" will provide technical support and practical guidance, introducing open-source anonymity tools such as Tor, Tails, and OONI. Participants will learn to establish a second security device, connect anonymously, and detect internet censorship, enhancing the digital resilience of their actions and advocacy. Let's work together to build the infrastructure supporting information freedom, using technology to safeguard truth and resist oppression.\r\n\r\nFor detailed information about the event, please refer to the following pages:\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1230\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net\r\n\r\nWorkshop registration: https://form.anoni.net/s/cmc5t86n8000hlj0199ocqw2m\r\n\r\n**OONI Internet Censorship Intervention Data Analysis**\r\n\r\nYou will learn about:\r\n- What is the OONI project?\r\n- What is OONI Probe and how does it work?\r\n\t- Installation and usage instructions for OONI Probe mobile version; the issue of Taiwan's observation list not being updated\r\n- How to interpret observation data using the OONI Explorer interface\r\n\t- Interval data, country category comparison, and determination of observation data results\r\n- Using OONI Run v2 to create a list of websites to be monitored\r\n\t- How to create your own internet observation list and view your results on OONI Explorer\r\n- Other similar observation data projects to OONI\r\n\t- Cloudflare Radar, IODA, Sinar Project\r\n\r\nReminder: A laptop or mobile device is required for this activity. Please remember to bring your equipment when registering for this workshop. Temporary internet access will be available for use during the session."},"tags":[],"uri":"https://coscup.org/2026/session/EWAE9K","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EXXSLX","type":97,"room":85,"start":"2025-08-10T15:10:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["FDQ9TT"],"zh":{"title":"從 Ping值 到圖表，打造專屬於你的網路品質監測系統！","describe":"你是否曾經疑惑為什麼網路有時候很慢？或是想知道網路連線的品質到底好不好？我將用最簡單易懂的方式，帶你認識網路監控的世界。\r\n\r\n從大家都熟悉的「ping」指令開始，解釋它背後的運作原理，接著介紹更進階的 MTR 工具，讓你能夠追蹤網路封包的完整路徑。然後會帶大家安裝並使用 SmokePing 這個強大的監控工具，學習如何建立自己的網路品質監測系統。\r\n\r\n這邊也會介紹我架設網路監控服務的經驗，包括如何看懂那些看起來很複雜的圖表，以及如何從監控數據中發現網路問題。即使你是網路新手，也能透過這場分享學會基本的網路診斷技巧，並了解如何用開源工具來監控網路品質。\r\n\r\n這不只是技術分享，更是一個讓你從零開始認識網路監控的友善入門課程。"},"en":{"title":"From Ping values to graphs, build your own network quality monitoring system!","describe":"Have you ever wondered why the Internet is sometimes slow? Or do you want to know whether the quality of your Internet connection is good or not? I'm going to introduce you to the world of network monitoring in an easy-to-understand way.\r\n\r\nStarting with the familiar \"ping\" command, I will explain how it works, and then I will introduce you to the more advanced MTR tool, which allows you to trace the full path of a network packet. Then we will take you to install and use SmokePing, a powerful monitoring tool, and learn how to build your own network quality monitoring system.\r\n\r\nIt will also introduce my experience in setting up a network monitoring service, including how to read the complicated-looking graphs and how to find network problems from the monitoring data. Even if you're new to networking, you'll learn basic network diagnostic techniques and how to monitor network quality with open source tools.\r\n\r\nThis is not just a technical session, but a friendly introduction to network monitoring from the ground up. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/EXXSLX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EXYUKY","type":113,"room":93,"start":"2025-08-10T15:00:00+08:00","end":"2025-08-10T15:30:00+08:00","language":"中文","speakers":["J8QABA"],"zh":{"title":"使用GDB來針對BMC做除錯","describe":"當嵌入式系統中的程式發生錯誤時，除錯方式主要有兩種：\r\n\t1.\t遠端除錯（Remote Debugging）： 透過 gdbserver 在目標設備（如 BMC）上啟動，並用主機的交叉編譯 GDB 連線。\r\n\t2.\t核心轉儲（Core Dump Debugging）： 使用目標設備的 core dump 檔案，在主機上離線分析錯誤原因。\r\n本議程是我在擔任 BMC Engineer 的過程中，研究出如何除錯 Flash 有限基於 Yocto Project 的 OpenBMC 韌體，本演講將介紹如何使用最小容量的 gdb server 進行遠端除錯及使用 host 機器分析 coredump 以方便找到根本原因。"},"en":{"title":"How to do cross-debugging on OpenBMC and Yocto Project.","describe":"When a program in an embedded system encounters a fault, there are two main debugging approaches:\r\n\t1.\tRemote Debugging: Using gdbserver on the target device (such as a BMC), and connecting to it from the host machine with a cross-compiled GDB.\r\n\t2.\tCore Dump Debugging: Analyzing the core dump file generated on the target device offline on the host system.\r\n\r\nThis session is based on my experience as a BMC Engineer, working on debugging projects built with the Yocto Project for OpenBMC.\r\nI will demonstrate how to use a minimal footprint gdbserver setup, as well as how to analyze core dumps effectively."},"tags":[],"uri":"https://coscup.org/2026/session/EXYUKY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"EYNFHS","type":113,"room":89,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["KPS77Q"],"zh":{"title":"如何以HPC開發者的視角通過學習RISCV硬體專案，理解現代處理器架構","describe":"現今有許多基於RISCV以及MIPS架構的開源SoC專案。身為一個想要系統性學習處理器的小白，應該要專注在處理器與SOC的哪一些面向，是CPU流水線結構？記憶體？Cache結構？才能夠挑選出一顆適合自己的SoC專案，由淺入深的去學習現代高性能運算處理器架構。並熟悉各種性能評估手法與程式，進而去評估、理解一顆處理器的體質與開發思路、應用場景，最終開發出屬於自己的SoC。"},"en":{"title":"How to understand modern processor architectures by learning RISCV hardware projects from the perspective of an HPC developer.","describe":"There are many open source SoC projects based on RISCV and MIPS architectures. As a beginner who wants to learn about processors systematically, which aspects of processors and SOCs should I focus on, CPU pipeline structure, memory, Cache structure? Cache structure? Only then can you select a suitable SoC project for yourself, and learn the modern high-performance computing processor architecture from shallow to deep. And be familiar with various performance evaluation techniques and programs to further evaluate and understand the nature of a processor, development ideas, application scenarios, and ultimately develop your own SoC. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/EYNFHS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"F9KRQE","type":116,"room":93,"start":"2025-08-10T14:30:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"English","speakers":["PB8MZF"],"zh":{"title":"Tracing embedded systems for holistic debugging","describe":"Firmware stacks and embedded systems have always been harder to debug then normal OS applications. This talk will showcase that this doesn't have to be the case by bringing cloud application technology into embedded devices. The main target will be OTLP based tracing on a BMC but the principles can be extended to almost any firmware stack. The talk will contain a short demo of tracing an issue from an API call all the way to the hardware."},"en":{"title":"Tracing embedded systems for holistic debugging","describe":"Firmware stacks and embedded systems have always been harder to debug then normal OS applications. This talk will showcase that this doesn't have to be the case by bringing cloud application technology into embedded devices. The main target will be OTLP based tracing on a BMC but the principles can be extended to almost any firmware stack. The talk will contain a short demo of tracing an issue from an API call all the way to the hardware."},"tags":[],"uri":"https://coscup.org/2026/session/F9KRQE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FEFCWW","type":113,"room":89,"start":"2025-08-10T09:30:00+08:00","end":"2025-08-10T10:00:00+08:00","language":"英文","speakers":["SRJ3NE"],"zh":{"title":"Educational FPGA platform with open-source toolchains","describe":"FPGAs are powerful devices, but the complex proprietary toolchains and expensive development boards make it difficult for students and amateurs to enter the world of digital design. \r\n\r\nNow, the newly emerged open-source toolchains, especially OpenXC7 for AMD/Xilinx 7-Series FPGAs, with an enlarging number of open-source IP cores, are bringing a new dimension of freedom to FPGA development. A free online compiling service with API access is developed to use these open-source toolchains without local software installation. \r\n\r\nMoreover, FPGAOL, an online educational FPGA cluster service created by the University of Science and Technology of China, makes real Artix 7 FPGA boards available to everyone with internet access. Together, a zero-bar, zero-cost FPGA ecosystem is being created."},"en":{"title":"Educational FPGA platform with open-source toolchains","describe":"FPGAs are powerful devices, but the complex proprietary toolchains and expensive development boards make it difficult for students and amateurs to enter the world of digital design. \r\n\r\nNow, the newly emerged open-source toolchains, especially OpenXC7 for AMD/Xilinx 7-Series FPGAs, with an enlarging number of open-source IP cores, are bringing a new dimension of freedom to FPGA development. A free online compiling service with API access is developed to use these open-source toolchains without local software installation. \r\n\r\nMoreover, FPGAOL, an online educational FPGA cluster service created by the University of Science and Technology of China, makes real Artix 7 FPGA boards available to everyone with internet access. Together, a zero-bar, zero-cost FPGA ecosystem is being created."},"tags":[],"uri":"https://coscup.org/2026/session/FEFCWW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FKNDCY","type":116,"room":76,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"英文","speakers":["LGWEYF"],"zh":{"title":"Building a Secure Token Service for Millions with Spring Authorization Server","describe":"This 30-minute talk explores how we transformed the open-source Spring Authorization Server into an enterprise-grade Security Token Service (STS) capable of supporting millions of users. I'll share our practical journey from evaluation to production deployment, with a focus on the architectural decisions, customizations, and performance optimizations that made this possible. You'll learn how we identified and addressed performance bottlenecks, integrated with complex enterprise systems, and maintained security compliance while scaling horizontally. This case study demonstrates how open-source software can be extended to meet even the most demanding enterprise requirements without forking the codebase, allowing organizations to benefit from both community innovation and enterprise reliability.\r\n\r\n### Session Outline\r\n\r\n- Introduction and context of our enterprise authentication challenges\r\n- Our evaluation process and why we chose Spring Authorization Server\r\n- Core customizations for enterprise requirements\r\n- Scaling strategies and performance optimizations\r\n- Production deployment, monitoring, and lessons learned\r\n\r\n### Key Takeaways\r\n\r\nAttendees will learn:\r\n- A practical framework for evaluating open-source security projects for enterprise use\r\n- Specific performance optimizations that allowed Spring Authorization Server to scale to millions of users\r\n- Techniques for extending and customizing Spring Authorization Server without forking the codebase\r\n- Strategies for integrating modern OAuth 2.0/OIDC systems with enterprise applications\r\n- Lessons learned from our production deployment and monitoring approach"},"en":{"title":"Building a Secure Token Service for Millions with Spring Authorization Server","describe":"This 30-minute talk explores how we transformed the open-source Spring Authorization Server into an enterprise-grade Security Token Service (STS) capable of supporting millions of users. I'll share our practical journey from evaluation to production deployment, with a focus on the architectural decisions, customizations, and performance optimizations that made this possible. You'll learn how we identified and addressed performance bottlenecks, integrated with complex enterprise systems, and maintained security compliance while scaling horizontally. This case study demonstrates how open-source software can be extended to meet even the most demanding enterprise requirements without forking the codebase, allowing organizations to benefit from both community innovation and enterprise reliability.\r\n\r\n### Session Outline\r\n\r\n- Introduction and context of our enterprise authentication challenges\r\n- Our evaluation process and why we chose Spring Authorization Server\r\n- Core customizations for enterprise requirements\r\n- Scaling strategies and performance optimizations\r\n- Production deployment, monitoring, and lessons learned\r\n\r\n### Key Takeaways\r\n\r\nAttendees will learn:\r\n- A practical framework for evaluating open-source security projects for enterprise use\r\n- Specific performance optimizations that allowed Spring Authorization Server to scale to millions of users\r\n- Techniques for extending and customizing Spring Authorization Server without forking the codebase\r\n- Strategies for integrating modern OAuth 2.0/OIDC systems with enterprise applications\r\n- Lessons learned from our production deployment and monitoring approach"},"tags":[],"uri":"https://coscup.org/2026/session/FKNDCY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FULQVX","type":117,"room":97,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T16:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"Hacking Corner 2 DAY1","describe":"Hacking Corner 是一個能容納 10 人左右的交誼廳，供會眾自由交流！這是一個可以從快速打牌遊戲到進行長達數小時的開源馬拉松的多功能空間。無論是15分鐘的急速腦力激盪還是一場兩小時的代碼冒險，這裡都是實現你的創意與夢想的場所。\r\n\r\n記得至此下方連結閱讀注意事項並登記。 https://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"Hacking Corner 2 DAY1","describe":"The hacking corner is a free space for casual gatherings, which can hold up to 10 people. There is no time limit in the hacking corner. You can play card games with friends for 15 minutes between talks or run a two-hour open-source sprint here. Also, multiple events are available at the same time. It is all up to you!\r\n\r\nPlease review the guidelines and sign up using the following link: https://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/FULQVX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FUNXYP","type":116,"room":74,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T14:00:00+08:00","language":"中文","speakers":["RFCLRX","8DF8EJ"],"zh":{"title":"使用Gemma 與 n8n 打造你的 RAG","describe":"模組一：自動化 × AI × 即時溝通的黃金組合\r\n[📌] 為什麼需要自動化？從「重複勞動」到「智慧助理」的轉變\r\n[🤔] n8n、Gemma、RAG 是什麼？小白也能秒懂的基礎介紹\r\n[⚡️] 本課程的目標：打造一個懂資料、會回應、能學習的 Telegram 機器人\r\n\r\n模組二：n8n 初體驗 — 從 0 到 1 打造自動化流程\r\n[🔨] 10 分鐘快速上手：n8n 的基礎概念與介面操作\r\n[🛠] 實作：第一次串接 Telegram\r\n▸ 創建 Telegram Bot 並連接到 n8n\r\n▸ 設定指令、回覆基本訊息\r\n[📤] 觸發器 Trigger 與動作 Action 的基礎邏輯\r\n[🌍] 本地端安裝 vs 雲端服務的簡單比較\r\n\r\n模組三：認識 Gemma × RAG — 讓 AI 幫你思考與搜尋\r\n[🌟] Gemma 是什麼？如何透過 API 調用 Gemma 聊天/問答功能\r\n[🔎] 什麼是 RAG（Retrieval-Augmented Generation）？\r\n▸ 簡單理解：自己準備資料庫 + AI 幫你找答案\r\n[📚] 建立屬於你的知識庫（上傳 PDF、筆記、FAQ 集）\r\n[🧠] 怎麼讓 Telegram 讀懂這些知識？步驟說明\r\n\r\n模組四：打造專屬你的 Telegram 智能助理\r\n[🛠] 基礎聊天機器人 → 讓 Bot 回答指定問題\r\n[🔍] 接入 RAG 知識庫 → 查資料、自動回答新問題\r\n[🖇] 多功能擴充 → 一鍵推送提醒、公告、自動搜集問題"},"en":{"title":"Build your RAG with Gemma and n8n","describe":"Module 1: The Golden Combination of Automation × AI × Real-time Communication\r\n[📌] Why do we need automation? From Repetitive Labor to Intelligent Assistants\r\n[🤔] What are n8n, Gemma, and RAG? A basic introduction that even a novice can understand in a second.\r\n[⚡️] The goal of this course: to build a data-aware, responsive, and learning Telegram robot.\r\n\r\nModule 2: n8n First Experience - Building an Automated Process from 0 to 1\r\n[🔨] 10 Minutes to Get Started: Basic n8n Concepts and Interface Operation\r\n[🛠] Hands-on: Telegram for the first time!\r\n▸ Create a Telegram Bot and connect to n8n\r\n▸ Setting up commands and replying to basic messages\r\n[📤] Basic Logic of Trigger and Action Action\r\n[🌍] Simple Comparison of Local Installation vs Cloud Service\r\n\r\nModule 3: Getting to Know Gemma × RAG - Letting AI Help You Think and Search\r\n[🌟] What is Gemma? How to Call Gemma Chat/Q&A via APIs\r\n[🔎] What is RAG (Retrieval-Augmented Generation)?\r\n▸ Simple: prepare your own database + AI finds the answers for you!\r\n[📚] Build your own knowledge base (upload PDFs, notes, FAQ sets)\r\n[🧠] How do I get Telegram to read this knowledge? Step-by-step instructions\r\n\r\nModule 4: Creating Your Own Telegram Smart Assistant\r\n[🛠] Basic Chatbot → Let the Bot answer a specific question.\r\n[🔍] Access the RAG Knowledge Base → look up data, automatically answer new questions\r\n[🖇] Multi-function extension → push alerts, announcements, and automatic question collection with one click (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/FUNXYP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FUZSHJ","type":97,"room":95,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:20:00+08:00","language":"English","speakers":["YUKNFG"],"zh":{"title":"Introduction for Software Defined Vehicle Track","describe":"Will talk about an overview of Automotive Grade Linux(AGL) community and Software Defined Vehicle(SDV).\r\nSDV is a generic word, but its meaning is not the same between persons.  We should get a common understanding for SDV, that is the starting point of this track.  This session shares the definition for 'what is SDV'.  AGL is a famous OSS community in the automotive industry.  The overview of AGL helps for understanding of SDV.\r\nFinally, we share which session to talk about which topics.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/FUZSHJ/resources/AGL_coscup_2025_SDV_Tra_XHyjfr4.pdf)"},"en":{"title":"Introduction for Software Defined Vehicle Track","describe":"Will talk about an overview of Automotive Grade Linux(AGL) community and Software Defined Vehicle(SDV).\r\nSDV is a generic word, but its meaning is not the same between persons.  We should get a common understanding for SDV, that is the starting point of this track.  This session shares the definition for 'what is SDV'.  AGL is a famous OSS community in the automotive industry.  The overview of AGL helps for understanding of SDV.\r\nFinally, we share which session to talk about which topics.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/FUZSHJ/resources/AGL_coscup_2025_SDV_Tra_XHyjfr4.pdf)"},"tags":[],"uri":"https://coscup.org/2026/session/FUZSHJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FW7HUR","type":116,"room":86,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"中文","speakers":["TYUY9H"],"zh":{"title":"公民團體資安現場觀察：如何透過資安陪伴計畫一起變安全！","describe":"這個場次將會分享 OCF 在「公民團體資安陪伴計畫」的實務經驗，如何在長期陪伴與面對面交流的過程中，陪公民團體一步步將資安落實到日常。\r\n\r\n同時，我們又觀察到哪些公民團體常見的真實困境以及難以解決的痛點？哪些理想中的資安解決方案其實難以落實？我們又如何策略性的調整，提供更適合公民團體的解決方案？最後，除了最實際的技術諮詢與 trouble shooting，「長期的陪伴支持關係」是否也有助於帶來更多資安提升與改變？\r\n\r\n最後，我們也會簡單介紹「資安防護基礎教材」，並誠摯邀請所有人來參與協作：無論你擅長撰寫說明文件、把資安知識轉換成好理解的文字說明、改善 UIUX，或能補充各種資安知識，都歡迎一起加入貢獻！"},"en":{"title":"Strengthening HRD’s Digital Resilience: Gaps, Challenges, and Ways Forward","describe":"In this session, participants will gain a deeper understanding of the importance of digital resilience for NGOs, learn about the work OCF has done to support them, and discover ways to contribute to strengthening digital security for civic groups.\r\n\r\nWe will share the lessons learned while \r\n\r\nWe will showcase a digital security toolkit specifically designed for HRDs. We invite community members to contribute—whether by updating cybersecurity content, translating complex concepts into accessible language, or enhancing the toolkit’s usability through UI/UX improvements. Everyone is welcome to join us in building a more secure digital environment for civil society.\r\n\r\nP.S. The toolkit is currently available in Mandarin only. We’d love your help translating it into other languages so more people can benefit!"},"tags":[],"uri":"https://coscup.org/2026/session/FW7HUR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"FXZYFP","type":113,"room":78,"start":"2025-08-09T15:10:00+08:00","end":"2025-08-09T15:40:00+08:00","language":"Mandarin","speakers":["DUDBPL"],"zh":{"title":"從連線到效能：SQL 套件 Connection Pool 的底層設計與優化技巧","describe":"database/sql 是每個 golang programmer 都會用到的套件之一，其內建的 connection pool 更是提升 SQL 執行效能的關鍵功能，但你知道一個不小心 connection pool 也會造成程式卡住以及效能瓶頸嗎？讓我們透過 source code 探索 connection pool 的內部實作，並一起探討如何管理好 connection pool 吧！"},"en":{"title":"How does sql package implement connection pool? Let's dive deep source code!","describe":"database/sql is one of the packages that every golang programmer will use, and its built-in connection pool is a key feature to improve the performance of SQL execution, but did you know that an accidental connection pool can cause the program to get stuck and bottleneck performance? Let's explore the inner workings of the connection pool through source code, and discuss how to manage the connection pool together! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/FXZYFP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GG8SZN","type":117,"room":99,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"💪 一起搭建開源交流的舞台 — 支持 COSCUP!","describe":"COSCUP 老朋友可能注意到，今年 COSCUP 沒有使用 TR 6 樓空間。由於經費限制，我們不得不縮減規模，忍痛割捨許多精彩的講題、攤位申請和周邊活動安排。\r\n\r\nCOSCUP 是一個全志工籌辦、免票入場的活動，請以行動支持，讓我們能持續在臺灣及亞洲推廣開放文化及開源運動！\r\n\r\n👉 支持 COSCUP（金流由合作夥伴 OCF 提供）: https://s.coscup.org/2025donation\r\n👉 COSCUP 財務報告: https://blog.coscup.org/2025/01/coscup-2024.html\r\n\r\n如對操作流程有任何問題，請洽 TR214 前服務台志工。"},"en":{"title":"💪 Help Us Return to the 6th Floor – We Need Your Support!","describe":"If you’re a long-time COSCUP friend, you may have noticed that we’re not using the TR 6th floor this year. Due to limited funding, we had to make the difficult decision to scale back — meaning fewer talks, booths, and side events.\r\n\r\nCOSCUP is a fully volunteer-organized, free-to-attend event. With your support, we can continue promoting open culture and open source across Taiwan and Asia.\r\n\r\n👉 Support COSCUP (Payment services are provided by our partner, OCF): https://s.coscup.org/2025donation\r\n👉 COSCUP Financial Report: https://blog.coscup.org/2025/01/coscup-2024.html\r\n\r\nIf you have any questions about the procedures, please contact the volunteers at the service desk in front of TR214."},"tags":[],"uri":"https://coscup.org/2026/session/GG8SZN","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GGLDEB","type":97,"room":79,"start":"2025-08-09T10:45:00+08:00","end":"2025-08-09T11:15:00+08:00","language":"English","speakers":["NCDQG7"],"zh":{"title":"Exposing an Open Source Kernel using an Open Source Database The OSDB Project","describe":"Operating systems must provide functionality that closely resembles that of a database system, but existing query mechanisms are ad-hoc and idiosyncratic. To address this problem, we argue for the adoption of a relational interface to the operating system kernel. While prior work has made similar proposals, our approach is unique in that it allows for incremental adoption over an existing, production-ready operating system. In this paper, we present progress on a prototype system called OSDB that embodies the incremental approach and discuss key aspects of the design, including the data model and concurrency control mechanisms. We present four example use cases: a network usage monitor, a load balancer, file system checker, and network debugging session, as well as experiments that demonstrate the low overhead for our approach."},"en":{"title":"Exposing an Open Source Kernel using an Open Source Database The OSDB Project","describe":"Operating systems must provide functionality that closely resembles that of a database system, but existing query mechanisms are ad-hoc and idiosyncratic. To address this problem, we argue for the adoption of a relational interface to the operating system kernel. While prior work has made similar proposals, our approach is unique in that it allows for incremental adoption over an existing, production-ready operating system. In this paper, we present progress on a prototype system called OSDB that embodies the incremental approach and discuss key aspects of the design, including the data model and concurrency control mechanisms. We present four example use cases: a network usage monitor, a load balancer, file system checker, and network debugging session, as well as experiments that demonstrate the low overhead for our approach."},"tags":[],"uri":"https://coscup.org/2026/session/GGLDEB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GJLFDD","type":113,"room":95,"start":"2025-08-10T13:20:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"English","speakers":["LJZ7DD"],"zh":{"title":"AGL and 5G Multi-Slice Network Data Communication in SDV Era","describe":"This session will showcase a case study where a simulated automotive device, structured with AGL, connects to a multi-slice network composed using Free5GC and UERANSIM. The presentation will focus on how automotive applications utilize multiple slices based on communication requirements. Furthermore, other use cases for network slicing and future initiatives will be discussed, incorporating an example from the AECC Edge Selection Proof of Concept (POC).\r\n\r\nAttendees will gain hands-on insights into leveraging AGL in combination with 5G multi-slice networks to address varying communication requirements in automotive applications. Additionally, they will learn about cutting-edge network slicing use cases and practical implementations, such as AECC's Edge Selection POC, which they can adapt for their own projects or organizations.\r\nSlides are available at:\r\n[https://speakerdeck.com/thatsdone/agl-and-5g-multi-slice-network-data-communication-in-sdv-era](https://speakerdeck.com/thatsdone/agl-and-5g-multi-slice-network-data-communication-in-sdv-era)"},"en":{"title":"AGL and 5G Multi-Slice Network Data Communication in SDV Era","describe":"This session will showcase a case study where a simulated automotive device, structured with AGL, connects to a multi-slice network composed using Free5GC and UERANSIM. The presentation will focus on how automotive applications utilize multiple slices based on communication requirements. Furthermore, other use cases for network slicing and future initiatives will be discussed, incorporating an example from the AECC Edge Selection Proof of Concept (POC).\r\n\r\nAttendees will gain hands-on insights into leveraging AGL in combination with 5G multi-slice networks to address varying communication requirements in automotive applications. Additionally, they will learn about cutting-edge network slicing use cases and practical implementations, such as AECC's Edge Selection POC, which they can adapt for their own projects or organizations.\r\nSlides are available at:\r\n[https://speakerdeck.com/thatsdone/agl-and-5g-multi-slice-network-data-communication-in-sdv-era](https://speakerdeck.com/thatsdone/agl-and-5g-multi-slice-network-data-communication-in-sdv-era)"},"tags":[],"uri":"https://coscup.org/2026/session/GJLFDD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GJXP9D","type":116,"room":73,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"中文","speakers":["LZV8TG"],"zh":{"title":"Open Vibe Developers：Vibe Coding 的最佳實踐","describe":"Vibe 已然成為現代開發不可或缺的一環，如何有效掌握並運用這股力量，進而成為能創造十倍影響力的 Vibe Developers，是當前需深思的課題。因此，本社群的宗旨便是匯聚眾人智慧，透過共同探討與實踐，將其中的 Vibe Pratice 開源分享，藉此推動整個產業向前邁進。在這場演講中，YC會透過幾個範例讓大家了解這個社群統整出來的幾個最佳實踐。"},"en":{"title":"Open Vibe Developers: Best Practices of Vibe Coding","describe":"Vibe has become an indispensable part of modern development.\r\nThe key question now is how to effectively harness and apply this power to become Vibe Developers capable of creating 10x impact. This is a challenge that calls for serious thought.\r\n\r\nTherefore, the mission of this community is to gather collective wisdom and, through joint exploration and practice, open-source the Vibe Practices that emerge. In doing so, we aim to drive the entire industry forward.\r\n\r\nIn this talk, YC will walk through several examples to illustrate some of the best practices that the community has consolidated."},"tags":[],"uri":"https://coscup.org/2026/session/GJXP9D","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GLQVDZ","type":113,"room":79,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["D9U33Y"],"zh":{"title":"Shim and things related to it","describe":"Shim is a first-stage UEFI bootloader. Linux distros use it to enable secure\r\nboot and MOK, loading and verifying grub2.\r\nThis talk will share the current status of the shim bootloader and will also\r\nintroduce information about shim development. e.g. features, upstream review\r\nprocess, and so on."},"en":{"title":"Shim and things related to it","describe":"Shim is a first-stage UEFI bootloader. Linux distros use it to enable secure\r\nboot and MOK, loading and verifying grub2.\r\nThis talk will share the current status of the shim bootloader and will also\r\nintroduce information about shim development. e.g. features, upstream review\r\nprocess, and so on."},"tags":[],"uri":"https://coscup.org/2026/session/GLQVDZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GLYKVG","type":113,"room":83,"start":"2025-08-10T14:10:00+08:00","end":"2025-08-10T14:40:00+08:00","language":"中文","speakers":["GK99EM"],"zh":{"title":"開放國會！民間版立法院開放API","describe":"立法院是台灣最重要的民意機關，他負責了立法、國家預算審議以及對行政機關的質詢等重要任務，每個月有數百小時的會議影響著台灣的發展，我們有辦法好好深入了解他的資料嗎？\r\n\r\n歐噴公司寫了大量的爬蟲，將立法院的各種議案、公報、會議紀錄的 Word 檔、PDF 檔，整理成乾淨結構化的資料，並且變成可以自由連結使用的 OpenAPI ，希望更多人認識立法院資料，並且用立法院資料產生更多分析研究及服務，來讓我們的國會更透明。"},"en":{"title":"Open Parliament! Civilian version of the Legislative Yuan opens up API","describe":"The Legislative Yuan is the most important organ of public opinion in Taiwan. It is responsible for important tasks such as legislating, scrutinizing the national budget, and questioning the executive branch, and it has hundreds of hours of meetings every month to influence the development of Taiwan, so is there any way for us to get a good insight into his information?\r\n\r\nEurojet has written a large number of crawlers to organize all kinds of motions, communiqués, meeting minutes of the Legislative Yuan into Word files and PDF files into clean structured data, and turned them into OpenAPI that can be freely linked and used in the hope that more people will get to know the data of the Legislative Yuan and use the data of the Legislative Yuan to generate more analytical researches and services, so as to make our parliament more transparent. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/GLYKVG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GQNCEP","type":113,"room":87,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"英文","speakers":["TQF7HH"],"zh":{"title":"\"Open Gaming\" - Content Licenses in TTRPGs for Fun and Prof… nevermind","describe":"Table-Top Roleplaying Games, especially Dungeons & Dragons, have seen a renewed popular interest in the last few years after being prominently featured in shows such as Stranger Things or The Big Bang Theory.\r\nTo an extent, open licensing has been a part of this culture ever since Wizards of the Coast (WotC) - the company behind the popular TTRPG Dungeons & Dragons - has published their first version of the \"System Reference Document\" under the \"Open Gaming License.\" With the most recent update of the D&D rules, this has gained more attention after WotC tried to change and revoke previous versions of the OGL in late 2022/early 2023, finally resulting in community pushback and a new SRD under a Creative Commons license.\r\n\r\nThis talk will take a light-hearted look into license topics around TTRPG games, what questions and challenges there might be, and what other TTRPG systems out there have or claim to have \"open\" licenses."},"en":{"title":"\"Open Gaming\" - Content Licenses in TTRPGs for Fun and Prof… nevermind","describe":"Table-Top Roleplaying Games, especially Dungeons & Dragons, have seen a renewed popular interest in the last few years after being prominently featured in shows such as Stranger Things or The Big Bang Theory.\r\nTo an extent, open licensing has been a part of this culture ever since Wizards of the Coast (WotC) - the company behind the popular TTRPG Dungeons & Dragons - has published their first version of the \"System Reference Document\" under the \"Open Gaming License.\" With the most recent update of the D&D rules, this has gained more attention after WotC tried to change and revoke previous versions of the OGL in late 2022/early 2023, finally resulting in community pushback and a new SRD under a Creative Commons license.\r\n\r\nThis talk will take a light-hearted look into license topics around TTRPG games, what questions and challenges there might be, and what other TTRPG systems out there have or claim to have \"open\" licenses."},"tags":[],"uri":"https://coscup.org/2026/session/GQNCEP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GR9ASN","type":113,"room":71,"start":"2025-08-09T15:30:00+08:00","end":"2025-08-09T15:50:00+08:00","language":"中文","speakers":["7THUTD"],"zh":{"title":"能被讀懂、能被實作的開源 ERP 需求規格書","describe":"在開源ERP專案裡，「需求規格」往往被視為次要或「之後再寫」的東西。\r\n\r\n但對於需要協作的專案來說，一份能被讀懂、能被實作的規格文件，才是所有技術落地的起點。\r\n\r\n我是 Ruby，一位 ERP 顧問與流程分析師，長期協助企業導入 Odoo 系統，專職負責需求釐清與規格設計。\r\n\r\n我的工作不只是把需求寫下來，而是確保**不同角色都能用同一份文件理解要做什麼、怎麼做、何時做。**\r\n\r\n本場分享將聚焦於：「如何設計一份讓開發、PM、業主都能對齊的需求規格書」。\r\n\r\n內容包含：\r\n\r\n- 規格文件的結構：Why → When → Who → How → What\r\n- 常見模糊語句的辨識與轉譯技巧（例如「自動」、「方便」、「要有彈性」）\r\n- 工程師會感謝你的文件寫法（條件邏輯、例外處理、觸發時機）\r\n- 工具實作：如何用 Notion / PUML時序圖/模組流程圖： 梳理規格而非堆疊描述\r\n\r\n這場演講不是為了推銷文件模板，而是提供一種實戰經驗累積出的**規格思維模型**：\r\n\r\n讓每一段需求都不只是「希望怎麼做」，而是「確保做得到」的描述。"},"en":{"title":"Designing Actionable Specs for Open Source ERP Projects","describe":"In open-source ERP projects, specification documents are often considered optional or postponed. But in collaborative systems like Odoo, a well-structured spec isn’t just documentation—it’s the starting point of real implementation.\r\n\r\nI’m Ruby, an ERP consultant specializing in process analysis and Odoo implementations. I don’t just gather requirements—I translate them into clear, executable logic understood by developers, PMs, and business owners alike.\r\n\r\nThis talk will explore how to write specs that align everyone involved. Topics include:\r\n\t•\tA structure for thinking: Why → When → Who → How → What\r\n\t•\tTranslating vague phrases like “automatic” or “flexible” into logic\r\n\t•\tMaking engineers love your specs: triggers, conditions, and edge cases\r\n\t•\tUsing Notion, PUML sequence diagrams, and module flows as collaborative tools\r\n\r\nInstead of offering templates, this talk shares a spec thinking model—a way to ensure that every feature is not only desirable but also doable."},"tags":[],"uri":"https://coscup.org/2026/session/GR9ASN","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GVHMAJ","type":113,"room":80,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["Z9GJRC"],"zh":{"title":"如何開發一個 AI 產品：從需求到 prompt 再到產品的經驗分享","describe":"AI 很強大，但也是最容易被誤解的技術之一。\r\n我們常看到「只要丟個 prompt、接個 API」的說法，但真實世界的 AI 產品開發，遠比這複雜。\r\n\r\n在這場分享，我要談的不是單一工具，而是：\r\n如何從需求開始設計：你真的理解使用者的痛點嗎？AI 能解決的問題在哪、不能解決的界線在哪？\r\n如何設計 prompt 與系統架構：不是寫一兩個神奇 prompt，而是如何設計能擴展、能重用的 prompt 系統。\r\n如何走完從 prototype 到產品化的過程：效能、成本、資料隱私、錯誤處理、回饋機制，通通是坑。\r\n\r\n我會用我自己的案例、失敗教訓，分享給大家我的經驗"},"en":{"title":"How to Develop an AI Product: From Requirements to Prompts to Products","describe":"AI is powerful, but it's also one of the most misunderstood technologies.\r\nWe often see the phrase \"just drop a prompt and connect to an API\", but real-world AI product development is far more complex than that.\r\n\r\nIn this talk, I'm not talking about a single tool, but rather, how to start designing from requirements:\r\nHow to start designing from requirements: Do you really understand the pain points of users, where are the problems that AI can solve, and where are the boundaries that AI can't solve?\r\nHow to design a prompt and system architecture: not to write one or two magic prompts, but how to design a prompt system that can be extended and reused.\r\nHow to go through the process from prototype to productization: performance, cost, data privacy, error handling, feedback mechanism, all are pitfalls.\r\n\r\nI'll share my experience with you with my own case studies and lessons learned from failures. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/GVHMAJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GXAWYL","type":113,"room":91,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["SMCCYY"],"zh":{"title":"原住民族語開放語音庫，Common Voice 錄音補助專案分享","describe":"[Mozilla Common Voice](http://commonvoice.mozilla.org/) 於 2024 年底補助 MozTW 及台灣維基協會進行[原住民族語語料錄音](http://moztw.org/common-voice/)，截至 2025 年 3 月，我們已協助八個原住民族語社群完成共 77 小時的錄音，於六月以 CC0 公眾授權免費公開，成為台灣第一組免費且開放的族語語音資料庫，供任何語言相關專案自由使用。在本議程中，我們將分享本專案一路上的甘苦經驗。"},"en":{"title":"Experiences from Common Voice Formosan langauge recording project","describe":"From December 2024 to March 2025, we assisted eight indigenous language communities in recording a total of 77 hours of voice data on the Common Voice platform. Sponsored by Mozilla, we co-created the first free and open-source Formosan languages voice corpus, which was released under CC0 license in June 2025, available for any aboriginal languages developers. In this session, we will explore the challenges and the enjoyable moments throughout the journey."},"tags":[],"uri":"https://coscup.org/2026/session/GXAWYL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"GXPEWX","type":116,"room":95,"start":"2025-08-10T14:50:00+08:00","end":"2025-08-10T15:30:00+08:00","language":"English","speakers":["YUKNFG"],"zh":{"title":"The way for the Safe System constructed by open-source software","describe":"This session is Invited lecture.\r\nSDV (Software Defined Vehicle) is built with upgradable software. On the other hand, the vehicle is easy to cause a very dangerous incident. To avoid an incident, SDV shall be designed to be safe.\r\nThe ELISA (Enabling Linux In Safety Critical Applications) community researches how to build a safety system using open-source software. It focuses on automotive, aerospace, medical, and other applications. It focuses on system design, development process, testing, and others.  This activity is strongly required for SDV. \r\nIn this session, we share the ELISA activity to realize safe SDV.  1st topic is a system design to realize SDV. Our talk is mainly focused on the automotive field.  However, we think ELISA's knowledge is not only to using automotive field knowledge.  Because \"Safety\" is the most important topic in the system worldwide.\r\n\r\nThis session speaker is [Philipp Ahmann](https://www.linkedin.com/in/philipp-ahmann/) from ELISA project.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/GXPEWX/resources/COSCUP-Safe-Systems-by-_mYP15V8.pdf)"},"en":{"title":"The way for the Safe System constructed by open-source software","describe":"This session is Invited lecture.\r\nSDV (Software Defined Vehicle) is built with upgradable software. On the other hand, the vehicle is easy to cause a very dangerous incident. To avoid an incident, SDV shall be designed to be safe.\r\nThe ELISA (Enabling Linux In Safety Critical Applications) community researches how to build a safety system using open-source software. It focuses on automotive, aerospace, medical, and other applications. It focuses on system design, development process, testing, and others.  This activity is strongly required for SDV. \r\nIn this session, we share the ELISA activity to realize safe SDV.  1st topic is a system design to realize SDV. Our talk is mainly focused on the automotive field.  However, we think ELISA's knowledge is not only to using automotive field knowledge.  Because \"Safety\" is the most important topic in the system worldwide.\r\n\r\nThis session speaker is [Philipp Ahmann](https://www.linkedin.com/in/philipp-ahmann/) from ELISA project.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/GXPEWX/resources/COSCUP-Safe-Systems-by-_mYP15V8.pdf)"},"tags":[],"uri":"https://coscup.org/2026/session/GXPEWX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"H8U7P3","type":116,"room":80,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":["8NKLQ8"],"zh":{"title":"“I Just Wanted to Read an API Doc” – How a Side Project Became a Full Platform 我只想寫個 API 文件，結果做出一整個平台：一人開發的 Side Project 演化史","describe":"As an independent full-stack developer, I didn’t expect that one badly written HackMD API doc would push me into creating an entire platform.\r\n\r\nIn a Web3 project, I was forced to work with API specs full of broken enums and undocumented responses. Swagger didn’t work well on mobile, and debugging APIs became a daily nightmare. I just wanted to check the docs easily — even while on the go.\r\n\r\nSo I built a small tool. But that tool grew into OpenAPI Studio — now at version 0.4.7 — a project that features real-time validation, embedded display, multi-language support, and more.\r\n\r\nThis talk is a behind-the-scenes story of:\r\n\r\nTurning pain points into product ideas\r\n\r\nManaging a solo dev project from 0 to a viable open platform\r\n\r\nDeciding what to open-source vs. what to keep for future hosting/SaaS\r\n\r\nLearning how to build something sustainable — without a team\r\n\r\nI’m releasing a community-ready version soon, and this talk is for anyone who's built (or broken) something out of frustration and wondered, “Could this go further?”\r\n\r\n我原本只是想能在手機上好好看一份 API 文件而已。\r\n結果，一不小心寫出了整個開源平台。\r\n\r\n身為一位長期獨立全端開發者，雖然有參與過資安平台、工研院等專案，但很少有機會和外部團隊密集協作。某次 Web3 專案中，我終於體驗到「團隊合作」的痛……後端的 API 文件只貼在 HackMD，上面是 Node.js 的 Enum、殘缺的 response 範例，描述寫一套，實際打 API 卻完全打不通。我只能用「土法煉鋼」的方法，一次次試、一次次撞牆。\r\n\r\n我受不了了，決定自己寫一個能「隨時打開、格式友善、能驗證錯誤、支援手機顯示」的工具，一開始只是個小工具。沒想到做著做著，竟從 v0.1 慢慢演進出完整的 OpenAPI Studio，目前已推進至 v0.4.7，具備可驗證、可補全、支援多語系與 RWD 的編輯器與視覺系統。\r\n\r\n這場分享，我不談「如何用幾行 code 做出奇蹟」，而想分享我怎麼：\r\n\r\n從一個明明只是為了解決一點點痛點的工具，讓它長出平台級的模樣\r\n\r\n用個人專案的方式走出明確願景、開源策略與功能優先順序\r\n\r\n管理自己一人開發的壓力與節奏，並打造未來能延續的基礎\r\n\r\n目前我也正準備釋出一個「簡化開源版本」，以開放的方式邀請更多人參與，但保留一部分穩定模組作為可自建 SaaS 的產品藍圖。\r\n\r\n如果你也有個 Side Project 在醞釀、卡關，或者不知道怎麼讓它變得更大、更穩、更真實——那你一定要來聽聽這場。"},"en":{"title":"“I Just Wanted to Read an API Doc” – How a Side Project Became a Full Platform 我只想寫個 API 文件，結果做出一整個平台：一人開發的 Side Project 演化史","describe":"As an independent full-stack developer, I didn’t expect that one badly written HackMD API doc would push me into creating an entire platform.\r\n\r\nIn a Web3 project, I was forced to work with API specs full of broken enums and undocumented responses. Swagger didn’t work well on mobile, and debugging APIs became a daily nightmare. I just wanted to check the docs easily — even while on the go.\r\n\r\nSo I built a small tool. But that tool grew into OpenAPI Studio — now at version 0.4.7 — a project that features real-time validation, embedded display, multi-language support, and more.\r\n\r\nThis talk is a behind-the-scenes story of:\r\n\r\nTurning pain points into product ideas\r\n\r\nManaging a solo dev project from 0 to a viable open platform\r\n\r\nDeciding what to open-source vs. what to keep for future hosting/SaaS\r\n\r\nLearning how to build something sustainable — without a team\r\n\r\nI’m releasing a community-ready version soon, and this talk is for anyone who's built (or broken) something out of frustration and wondered, “Could this go further?”\r\n\r\n我原本只是想能在手機上好好看一份 API 文件而已。\r\n結果，一不小心寫出了整個開源平台。\r\n\r\n身為一位長期獨立全端開發者，雖然有參與過資安平台、工研院等專案，但很少有機會和外部團隊密集協作。某次 Web3 專案中，我終於體驗到「團隊合作」的痛……後端的 API 文件只貼在 HackMD，上面是 Node.js 的 Enum、殘缺的 response 範例，描述寫一套，實際打 API 卻完全打不通。我只能用「土法煉鋼」的方法，一次次試、一次次撞牆。\r\n\r\n我受不了了，決定自己寫一個能「隨時打開、格式友善、能驗證錯誤、支援手機顯示」的工具，一開始只是個小工具。沒想到做著做著，竟從 v0.1 慢慢演進出完整的 OpenAPI Studio，目前已推進至 v0.4.7，具備可驗證、可補全、支援多語系與 RWD 的編輯器與視覺系統。\r\n\r\n這場分享，我不談「如何用幾行 code 做出奇蹟」，而想分享我怎麼：\r\n\r\n從一個明明只是為了解決一點點痛點的工具，讓它長出平台級的模樣\r\n\r\n用個人專案的方式走出明確願景、開源策略與功能優先順序\r\n\r\n管理自己一人開發的壓力與節奏，並打造未來能延續的基礎\r\n\r\n目前我也正準備釋出一個「簡化開源版本」，以開放的方式邀請更多人參與，但保留一部分穩定模組作為可自建 SaaS 的產品藍圖。\r\n\r\n如果你也有個 Side Project 在醞釀、卡關，或者不知道怎麼讓它變得更大、更穩、更真實——那你一定要來聽聽這場。"},"tags":[],"uri":"https://coscup.org/2026/session/H8U7P3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"H9CUFJ","type":117,"room":81,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"【BoF】Flutterflow + Supabase User + n8n  User","describe":"If you're a Flutterflow, Supabase, or n8n user, please feel free to discuss and chat, share experiences, and make friends to hack with. \r\n\r\n如果有 Flutterflow, Supabase, n8n 的使用者  歡迎一起討論跟聊聊 分享經驗 交個朋友一起 Hacking\r\n\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"en":{"title":"【BoF】Flutterflow + Supabase User + n8n  User","describe":"If you're a Flutterflow, Supabase, or n8n user, please feel free to discuss and chat, share experiences, and make friends to hack with. \r\n\r\n如果有 Flutterflow, Supabase, n8n 的使用者  歡迎一起討論跟聊聊 分享經驗 交個朋友一起 Hacking\r\n\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"tags":[],"uri":"https://coscup.org/2026/session/H9CUFJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HBCVUJ","type":113,"room":87,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["RPKUWS"],"zh":{"title":"AI世代中開源概念的混淆與釐清","describe":"隨著開源AI的興起，「開源(Open Source)」一個詞在台灣突然變得熱門了起來，採用所謂「開源授權條款」釋出的專案似乎也能夠得到較多的關注與名聲。但是實際的狀況卻是，在這些專案中有些並不是那麽的開源。所以本場次將會從「開源定義 (Open Source Definition, OSD)」談起，解釋其中的自由意涵，然後會以實際的軟體專案授權條款來說明，哪些看似開源的軟體，其實並不完全符合開源定義(OSD)，甚至是有悖於開源定義，不能被稱為開源軟體。"},"en":{"title":"Clarifying the Confusion Around the Concept of Open Source in the AI Era","describe":"As open-source AI becomes more popular, the term \"open source\" has suddenly become a popular buzzword in Taiwan. Projects released under so-called \"open source licenses\" often attract more attention and recognition. However, in reality, some of these projects are not so truly open source. This session will begin with an introduction to the Open Source Definition (OSD) and explain the freedoms it entails. It will then go through license terms of real-world software projects to show how certain projects that appear to be open source do not fully comply with the OSD-some even contradict it-and thus cannot be accurately described as open source software."},"tags":[],"uri":"https://coscup.org/2026/session/HBCVUJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HBPP8D","type":117,"room":90,"start":"2025-08-09T15:30:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"中文","speakers":["QWBSWP"],"zh":{"title":"推動一個去中心、開源協作的匿名網路推廣計畫","describe":"除了工作坊活動外，我們也想把握這次機會，一起來探討新聞媒體、獨立記者、公民團體與開源科技社群共同參與的可能，當然也想要邀請大家一起討論對於「匿名網路社群」的想像，我們可以透過怎樣的協助，不論在技術或是資源上的協調，希望透過這次的**圓桌討論會議**找到更多的可能！\r\n\r\n**「推動一個去中心、開源協作的匿名網路推廣計畫」**\r\n\r\n- 若以公民科技社群、開源社群協作模式進行推廣，我們可以怎麼分工？\r\n- 是否能建立一個「開源維運小組」（工作小組模式）維護 Tor/OONI 伺服器、定期測試 ISP 封鎖狀況？\r\n- 有哪些非技術角色（設計、翻譯、講師、寫手）可以參與？\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1530\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net"},"en":{"title":"Promoting a Decentralized, Open-Source Collaborative Anonymous Network Initiative","describe":"In addition to the **workshop activities**, we would like to take this opportunity to explore the possibilities for collaboration among news media, independent journalists, civil society organizations, and the open-source technology community. We also wish to invite everyone to discuss your visions for future \"anonymous online communities.\" We hope to find more possibilities through this roundtable discussion by exploring how we can assist, whether in terms of technology or resource coordination. \r\n\r\nPromoting a Decentralized, Open-Source Collaborative Anonymous Network Initiative\r\n\r\n- How can we delegate tasks if we use a civic tech community and open-source community collaboration model?\r\n- Can we establish an \"Open-Source Maintenance Team\" (working group model) to maintain Tor/OONI servers and regularly test ISP blocking conditions?\r\n- What non-technical roles (e.g., design, translation, instructors, writers) can participate?\r\n\r\nFor more detailed information about the event, please refer to the following page: \r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1530\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net"},"tags":[],"uri":"https://coscup.org/2026/session/HBPP8D","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HFQUQX","type":113,"room":88,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"中文","speakers":["EDMNJU"],"zh":{"title":"Ray 與 KubeRay：大學生參與世界級專案的心路歷程","describe":"從一個大學生的角度，介紹自己同時參與的兩個世界級開源專案—Ray 和 KubeRay。在這場演講中，我會簡單介紹這兩個專案的背景與用途，接著分享我是如何踏入開源世界、像是介紹我實作的 PR、如何參與貢獻等。這段旅程讓我不只是學會技術，更學會如何與全球開發者合作。希望這場分享能讓你知道，開源其實沒那麼遙遠，只要願意開始，你也做得到。"},"en":{"title":"Ray 與 KubeRay：大學生參與世界級專案的心路歷程","describe":"從一個大學生的角度，介紹自己同時參與的兩個世界級開源專案—Ray 和 KubeRay。在這場演講中，我會簡單介紹這兩個專案的背景與用途，接著分享我是如何踏入開源世界、像是介紹我實作的 PR、如何參與貢獻等。這段旅程讓我不只是學會技術，更學會如何與全球開發者合作。希望這場分享能讓你知道，開源其實沒那麼遙遠，只要願意開始，你也做得到。"},"tags":[],"uri":"https://coscup.org/2026/session/HFQUQX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HFTXF7","type":116,"room":93,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"中文","speakers":["ENGZXD"],"zh":{"title":"沒有硬體也無妨！Exploring OpenBMC and Host SoC Communication on Arm FVP","describe":"一起來看看如何無痛在Arm virtual platform上玩耍openbmc！\r\n\r\nIn the world of embedded systems and servers, the Baseboard Management Controller plays a vital role, especially as Arm-based CPUs become increasingly prevalent. However, developing and testing OpenBMC typically requires physical hardware, creating a barrier for many developers.\r\n\r\nThis session introduces a practical approach to running OpenBMC on Arm’s Fixed Virtual Platform, enabling exploration of firmware behavior and CPU-BMC communication without the need for real hardware. \r\n\r\nShowcases demonstrating communication between the BMC and Host SoC\r\n1. Fully automated for easy launch and testing\r\n2. MCTP over PCC\r\n3. IPMI over serial"},"en":{"title":"沒有硬體也無妨！Exploring OpenBMC and Host SoC Communication on Arm FVP","describe":"一起來看看如何無痛在Arm virtual platform上玩耍openbmc！\r\n\r\nIn the world of embedded systems and servers, the Baseboard Management Controller plays a vital role, especially as Arm-based CPUs become increasingly prevalent. However, developing and testing OpenBMC typically requires physical hardware, creating a barrier for many developers.\r\n\r\nThis session introduces a practical approach to running OpenBMC on Arm’s Fixed Virtual Platform, enabling exploration of firmware behavior and CPU-BMC communication without the need for real hardware. \r\n\r\nShowcases demonstrating communication between the BMC and Host SoC\r\n1. Fully automated for easy launch and testing\r\n2. MCTP over PCC\r\n3. IPMI over serial"},"tags":[],"uri":"https://coscup.org/2026/session/HFTXF7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HGK8DN","type":113,"room":86,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"English","speakers":["9VAYYW"],"zh":{"title":"Rewriting the Rules: Enterprise-Level Open Source Success Through Community and Strategy","describe":"In this session, we’ll unveil a practical and strategic approach to achieving open source success within enterprises by challenging traditional models and forming a thriving feedback ecosystem. Drawing from real-world experience at OpenTPI, we’ll explore how aligning open source initiatives with market-driven goals, user engagement, and business sustainability can generate tangible results in innovation, revenue, and branding. You’ll gain actionable insights into how to subvert legacy rules, reach wider audiences, and foster a self-reinforcing open source ecosystem that benefits both developers and the enterprise.\r\n________________________________________\r\nTarget Audience:\r\n• Open source developers exploring enterprise collaboration\r\n• Project maintainers seeking sustainable growth\r\n• Technical decision-makers and advocates promoting open culture in business\r\n________________________________________\r\nKey Takeaways\r\n• Use open source to shift the playing field—see how code, community, and transparency can challenge traditional enterprise software models.\r\n• Grow your project with purpose by setting clear goals, choosing the right license, and engaging contributors through meaningful collaboration.\r\n• Balance freedom and sustainability through service-based monetization and scalable infrastructure, while keeping your codebase open and accessible.\r\n• Boost impact with real feedback—learn how to embed user and contributor input into your development cycle to improve product quality and relevance.\r\n• Scale with community and code by aligning development efforts with strategic goals in documentation, marketing, and partner collaboration.\r\n________________________________________\r\nSession Outline:\r\n1. Introduction: The Evolving Role of Open Source in Business\r\n2. Subvert the Game: Lowering Barriers & Increasing Visibility\r\n3. Reach & Retain: From Users to Evangelists\r\n4. Creating a Feedback Loop for Growth\r\n5. Business Integration: Strategy, Licensing, and Revenue\r\n6. Q&A / Community Sharing\r\n________________________________________\r\nPrerequisites for Attendees:\r\n• Familiarity with open source practices or basic enterprise IT structure\r\n• Interest in bridging community development with business strategy\r\n________________________________________\r\nSupplementary Material:\r\n• GitHub: https://github.com/TPIsoftwareOSPO/digiRunner-Open-Source\r\n• Documentation: https://docs.tpi.dev\r\n• Blog: https://tpi.dev, https://medium.com/@opentpi\r\n• LinkedIn: OpenTPI"},"en":{"title":"Rewriting the Rules: Enterprise-Level Open Source Success Through Community and Strategy","describe":"In this session, we’ll unveil a practical and strategic approach to achieving open source success within enterprises by challenging traditional models and forming a thriving feedback ecosystem. Drawing from real-world experience at OpenTPI, we’ll explore how aligning open source initiatives with market-driven goals, user engagement, and business sustainability can generate tangible results in innovation, revenue, and branding. You’ll gain actionable insights into how to subvert legacy rules, reach wider audiences, and foster a self-reinforcing open source ecosystem that benefits both developers and the enterprise.\r\n________________________________________\r\nTarget Audience:\r\n• Open source developers exploring enterprise collaboration\r\n• Project maintainers seeking sustainable growth\r\n• Technical decision-makers and advocates promoting open culture in business\r\n________________________________________\r\nKey Takeaways\r\n• Use open source to shift the playing field—see how code, community, and transparency can challenge traditional enterprise software models.\r\n• Grow your project with purpose by setting clear goals, choosing the right license, and engaging contributors through meaningful collaboration.\r\n• Balance freedom and sustainability through service-based monetization and scalable infrastructure, while keeping your codebase open and accessible.\r\n• Boost impact with real feedback—learn how to embed user and contributor input into your development cycle to improve product quality and relevance.\r\n• Scale with community and code by aligning development efforts with strategic goals in documentation, marketing, and partner collaboration.\r\n________________________________________\r\nSession Outline:\r\n1. Introduction: The Evolving Role of Open Source in Business\r\n2. Subvert the Game: Lowering Barriers & Increasing Visibility\r\n3. Reach & Retain: From Users to Evangelists\r\n4. Creating a Feedback Loop for Growth\r\n5. Business Integration: Strategy, Licensing, and Revenue\r\n6. Q&A / Community Sharing\r\n________________________________________\r\nPrerequisites for Attendees:\r\n• Familiarity with open source practices or basic enterprise IT structure\r\n• Interest in bridging community development with business strategy\r\n________________________________________\r\nSupplementary Material:\r\n• GitHub: https://github.com/TPIsoftwareOSPO/digiRunner-Open-Source\r\n• Documentation: https://docs.tpi.dev\r\n• Blog: https://tpi.dev, https://medium.com/@opentpi\r\n• LinkedIn: OpenTPI"},"tags":[],"uri":"https://coscup.org/2026/session/HGK8DN","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HGWB3Q","type":116,"room":73,"start":"2025-08-10T09:10:00+08:00","end":"2025-08-10T09:55:00+08:00","language":"中文","speakers":["F3H3K3"],"zh":{"title":"[Prime Session] Anthony 的開源之路：Yak Shaving「薅牛毛」","describe":"關於「薅牛毛」這個概念的介紹，以及如何善用它想出好點子以及做出優秀的開源專案。"},"en":{"title":"[Prime Session] Anthony’s Road to Open Source: Yak Shaving","describe":"The art of yak shaving and how it can help you to come up with great ideas and build better open source projects."},"tags":[],"uri":"https://coscup.org/2026/session/HGWB3Q","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HJRCTW","type":116,"room":95,"start":"2025-08-10T15:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"Mandarin","speakers":["TSBW9B"],"zh":{"title":"Follow up time using Chinese for Software Defined Vehicle accelerated by Open-Source track","describe":"This talk aim to follow up each sessions using Chinese.  I don't plan to specific talk in this session.\r\nIf Chinese speaker want to re-hear in a part of all of sessions in this track, we will re-present to apart of session using Chinese.\r\nWe talk by English in this track.  Attendee will have opportunity to follow up for each session using Chinese."},"en":{"title":"Follow up time using Chinese for Software Defined Vehicle accelerated by Open-Source track","describe":"This talk aim to follow up each sessions using Chinese.  I don't plan to specific talk in this session.\r\nIf Chinese speaker want to re-hear in a part of all of sessions in this track, we will re-present to apart of session using Chinese.\r\nWe talk by English in this track.  Attendee will have opportunity to follow up for each session using Chinese."},"tags":[],"uri":"https://coscup.org/2026/session/HJRCTW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HQG3RE","type":97,"room":89,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"英文","speakers":["SCBFAU"],"zh":{"title":"DeepComputing's journey in making RISC-V a reality for developers worldwide","describe":"RISC-V journey to success is going to be a very bumpy road, however the scale is so big if it does succeed therein worth taking any risk. RISC-V is a very powerful brand, the whole world is looking forward to its progress against existing architecture in silicon like 40 years ago Linux kernel against all the close source operating system like Windows or Unix, DeepComputing as a small startup picked the hardest job in from making the world first RISC-V laptop back in 2022 to now this year 2025 one of the most powerful AI PC having 50 TOPS which capable of running most favourable LLM models on the devices. \r\nIn reality, we have to do a lot of enablements to overcome barriers across the time and space in a sequencial manner. For example, when the end user market is lacking of RISC-V products, we have to take risk to make high profile products: firstly to prove RISC-V is capable even not perfect or even not competitive to current competitors; secondly to enable our whole supply chain knowing all the problems faster and evolve. Moreover, end user product problems will give us enough focus on what to fix and whom to drive for the fix in the most cost effective way. \r\nFor instance, once we know the first laptop is so slow not just because of hardware but software, then we can focus and proactively work with software partners like kernel, and OS platform and then Applications for the improvement in software ecosystem, for example, in 2024 we successfully convinced Canoncial giving RISC-V more support ever than before on Ubuntu which leads future Ubuntu release could support RISC-V by default on DeepComputing RISC-V hardware. \r\nNevertheless, making personal computing products more interesting can bridging all these platforms to work with SoC guys for further improvement along the technology trend like AI, for example, we convinced world famous modular laptop manufacturer Framework to join RISC-V dance and we DeepComputing can focus on making the RISC-V AI PC mainboard with SoC partners for such a versatile and vibrant AI PC product platform from tablet, desktop to laptop in a very affordable price and making RISC-V able to reach millions of hands. further improvement."},"en":{"title":"DeepComputing's journey in making RISC-V a reality for developers worldwide","describe":"RISC-V journey to success is going to be a very bumpy road, however the scale is so big if it does succeed therein worth taking any risk. RISC-V is a very powerful brand, the whole world is looking forward to its progress against existing architecture in silicon like 40 years ago Linux kernel against all the close source operating system like Windows or Unix, DeepComputing as a small startup picked the hardest job in from making the world first RISC-V laptop back in 2022 to now this year 2025 one of the most powerful AI PC having 50 TOPS which capable of running most favourable LLM models on the devices. \r\nIn reality, we have to do a lot of enablements to overcome barriers across the time and space in a sequencial manner. For example, when the end user market is lacking of RISC-V products, we have to take risk to make high profile products: firstly to prove RISC-V is capable even not perfect or even not competitive to current competitors; secondly to enable our whole supply chain knowing all the problems faster and evolve. Moreover, end user product problems will give us enough focus on what to fix and whom to drive for the fix in the most cost effective way. \r\nFor instance, once we know the first laptop is so slow not just because of hardware but software, then we can focus and proactively work with software partners like kernel, and OS platform and then Applications for the improvement in software ecosystem, for example, in 2024 we successfully convinced Canoncial giving RISC-V more support ever than before on Ubuntu which leads future Ubuntu release could support RISC-V by default on DeepComputing RISC-V hardware. \r\nNevertheless, making personal computing products more interesting can bridging all these platforms to work with SoC guys for further improvement along the technology trend like AI, for example, we convinced world famous modular laptop manufacturer Framework to join RISC-V dance and we DeepComputing can focus on making the RISC-V AI PC mainboard with SoC partners for such a versatile and vibrant AI PC product platform from tablet, desktop to laptop in a very affordable price and making RISC-V able to reach millions of hands. further improvement."},"tags":[],"uri":"https://coscup.org/2026/session/HQG3RE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HSRUPX","type":97,"room":82,"start":"2025-08-09T14:50:00+08:00","end":"2025-08-09T15:20:00+08:00","language":"Mandarin","speakers":["JLBWXM"],"zh":{"title":"AI x Smart Contract : 靜態分析工具做不到的，交給 Prompt Engineering！","describe":"隨著項目方對安全意識的提升，合約上鏈前的安全審查需求也隨之增加，審計平台以及相關服務也逐漸多元。然而，現有的靜態分析工具在檢測某些常見漏洞時存在局限性，使得開發者往往在收到審計報告後才發現問題，延長了修復週期並增加成本。此外，這類漏洞在審計競賽或安全平台中經常被歸類為中高風險，可能導致資金損失，進一步強調了提升檢測能力的必要性。\r\n本議程將針對數個上述類型的漏洞，探討對應的 Prompt 漏洞檢測流程，說明如何運用 AI 強化安全審計，並以 slippage minAmountOut 漏洞為例，展示 AI 輔助檢測的實際成效，從而有效優化從開發到審計乃至後續監控的安全生命周期管理。"},"en":{"title":"AI x Smart Contract: What Static Analysis Tools Can’t Do, Leave It to Prompt Engineering!","describe":"As project teams become more aware of security, the demand for security audits before deploying contracts on-chain has also increased. Consequently, audit platforms and related services have become more diverse. However, existing static analysis tools have limitations in detecting certain common vulnerabilities, often leading developers to discover issues only after receiving audit reports. This extends the remediation timeline and increases costs. Additionally, such vulnerabilities are frequently classified as medium to high risk in audit competitions or security platforms, potentially resulting in financial losses, further underscoring the need to enhance detection capabilities.  \r\n\r\nThis session will explore several types of these vulnerabilities and introduce a corresponding **Prompt-based vulnerability detection process**, demonstrating how AI can be leveraged to enhance security audits. Using the **slippage minAmountOut vulnerability** as an example, we will showcase the effectiveness of AI-assisted detection, ultimately optimizing security lifecycle management—from development and auditing to continuous monitoring."},"tags":[],"uri":"https://coscup.org/2026/session/HSRUPX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HVHWBA","type":113,"room":92,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T11:00:00+08:00","language":"中文","speakers":["WGV8UG"],"zh":{"title":"2025 廟宇維基媒體街景踏察團","describe":"維基媒體街景踏察團最早可追溯到 2014 年維基漫步 Wikimambo，後有 2018 年的悠閒漫步系列活動，這期間都以大眾交通工具與步行為主，直到 2022 年以維基聯盟基金支應的街景踏察團活動才開始以車輛進行大範圍拍攝。\r\n\r\n2025 年 Wikidata Taiwan 社群與 OpenStreetMap Taiwan 社群透過 TRFC 平台的社群橫向聯繫，自一月起合作推出馬鳴山鎮安宮維基媒體工作坊、二月與海波浪及宜蘭社群合作推出羅東廟宇街景踏察團暨工作坊，四月再與114-115 六房天上聖母 土庫股(過港)紅壇合作推出六房媽x維基雲林虎尾、土庫廟宇街景踏察團暨工作坊。\r\n\r\n本次講座將會簡單總結 2025 年以來數個場次活動的成果與經驗，同時預告接下來的各個場次，歡迎各地在地社群夥伴可以與我們共同合作，將地方資料再次推向世界。"},"en":{"title":"2025 Temple Wikimedia Street View Tour","describe":"The Wikimedia Street Scene Tours date back to Wikimambo 2014, followed by a series of leisurely walks in 2018, all of which were conducted on public transportation and on foot, until 2022, when the Wikimedia Street Scene Tours supported by the Wikimedia Foundation began to shoot extensively by vehicle.\r\n\r\nIn 2025, the Wikidata Taiwan community and the OpenStreetMap Taiwan community, through the horizontal community connection on the TRFC platform, collaborated to launch a Wikimedia workshop at Zhen'an Temple in Mamingshan in January, a streetscape tour and workshop at Luodong Temple with the Hai Bo Wave and Yilan communities in February, and a workshop with the 114-115 Lukfang Heavenly Virgin Mary Tu Ku Unit in April. (In April, we collaborated with the 114-115 Six Houses Mother of God in Heaven and the Red Forum to launch the Six Houses Mother x Wikimedia Wikimedia Workshop at the temples of Huwei and Tu Ku in Yunlin, and a street tour and workshop.\r\n\r\nThis seminar will briefly summarize the achievements and experiences of the several events since 2025, and at the same time give a preview of the upcoming events. We welcome local community partners from all over the world to collaborate with us in promoting local information to the world again. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/HVHWBA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HVTTQX","type":116,"room":84,"start":"2025-08-09T13:10:00+08:00","end":"2025-08-09T13:40:00+08:00","language":"中文","speakers":["8ZJLDB"],"zh":{"title":"Functional in Java - 以消滅波動拳的重構為例","describe":"用一個真實生活中的案例，從分析開始，看看 OOP 是如何「卡」在特定的場景中。隨後，看看如何在不改變對外行為、不砍掉重寫的前提下，將程式「重構」成耦合度更低、內聚力更好、更容易擴充的樣貌。"},"en":{"title":"Functional in Java – A Refactoring Case Study Inspired by Hadouken","describe":"Starting with a real-life case study, analyze how OOP gets \"stuck\" in a particular scenario. Then, see how to \"refactor\" the program to be less coupled, better cohesive, and more scalable without changing external behavior or cutting out rewrites. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/HVTTQX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"HVWSGC","type":113,"room":76,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:50:00+08:00","language":"中文","speakers":["NTFJDW"],"zh":{"title":"自由軟體的國際化與在地化","describe":"這個議程包含了講古與一丁點國際化的技術，談談何謂國際化(i18n)與在地化(l10n)，還有自由軟體在 i18n 與 l10n 的歷史發展。"},"en":{"title":"Internationalization and Localization of Free Software","describe":"This agenda contains a mix of old school and a little bit of internationalization techniques, a discussion of what it means to be international (i18n) and local (l10n), and the historical development of free software in i18n and l10n. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/HVWSGC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"J3NAGQ","type":117,"room":73,"start":"2025-08-10T15:10:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["BZ3BC9","SQDJRW","XQAW73","R8LHEE","MD3YNH","8TWFFZ"],"zh":{"title":"20 週年論壇：總召視角下的開源精神","describe":"在開源社群中，人、挑戰與理念總是不斷變化，也持續推動社群向前發展。歷屆 COSCUP 總召作為活動的策劃者與社群的橋樑，不僅親身經歷這些變化，更深刻理解其中的脈絡與意義。\r\n\r\n本場論壇邀請多位歷屆總召，一同回顧他們在開源路上的起點、扮演過的角色、面對過的挑戰，並分享他們對社群發展的觀察與未來的想像。"},"en":{"title":"20th Anniversary Forum: The Spirit of Open Source Through the Eyes of COSCUP Chairs","describe":"In the open source community, people, challenges, and ideals are constantly evolving, and it is this continuous change that drives the community forward.\r\nAs organizers and bridges within the ecosystem, COSCUP’s past lead organizers have personally experienced these shifts and gained a deep understanding of their context and significance.\r\n\r\nThis panel brings together several former lead organizers to reflect on their journeys in open source, including the roles they have played, the challenges they have faced, and their perspectives on how the community has developed. They will also share their thoughts and hopes for the future of open source."},"tags":[],"uri":"https://coscup.org/2026/session/J3NAGQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"J7KBSL","type":113,"room":75,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"English","speakers":["BLXV8K"],"zh":{"title":"Loosing Seat in Concurrency: A tale of Transactions and Locks","describe":"Let's say there is one seat left in the aircraft. And two people want to buy a ticket. And they submit a form at the almost same time. Who gets the seat?\r\nIn this talk I'll touch classic database concurrency problems, transaction isolation and anomalies, pessimistic, optimistic and advisory locking and patterns to use it."},"en":{"title":"Loosing Seat in Concurrency: A tale of Transactions and Locks","describe":"Let's say there is one seat left in the aircraft. And two people want to buy a ticket. And they submit a form at the almost same time. Who gets the seat?\r\nIn this talk I'll touch classic database concurrency problems, transaction isolation and anomalies, pessimistic, optimistic and advisory locking and patterns to use it."},"tags":[],"uri":"https://coscup.org/2026/session/J7KBSL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"J9QYAA","type":113,"room":71,"start":"2025-08-09T12:30:00+08:00","end":"2025-08-09T13:00:00+08:00","language":"中文","speakers":["VJCP9S"],"zh":{"title":"OCA 國際級開源專案組織的 DevOps 建置及規範 - 如何管理超過 200 個 Repo 專案","describe":"中文 250 字以內，請完整地描述議程主要內容，讓聽眾充分理解議程內容及預期收穫 。本段文字預定於大會官網優先曝光!這次議程我只要介紹 OCA (Odoo Community Association) 在 Linting, Testing 及 OCA GitHub bot 及實際操作的心得。\r\n\r\n首先，先簡單了解 OCA的量級，OCA 目前有超過 200 個 Repos，上百位貢獻者，並總計有數以千計的模組。不只如此，每個模組還有不同版本的 branch，且每年會更新一個版本。為了維護專案的品質，僅靠人力來管理是不切實際的，所以多年前 OCA 已建立了貢獻及管理專案的基礎建設。\r\n\r\n貢獻流程，要注意的是 (1) Git Commit, 和 (2) CI Testing，再到 (3) GitHub Merge，這分別對應到我開頭提的 Linting, Testing 和 OCA GitHub Bot，我們稍微順一下這個流程，首先我們發現程式的臭蟲，嘗試 Fork 專案並 Clone 到本機端修改程式碼，修改完成後，我們 (1) Git Commit 我們的修改，並且上傳到雲端及送出 Pull Request 給原始專案，此時 PR 得先通過 (2) CI Testing 判別是否通過所有測試，最後，當貢獻者和管理者討論及修修改改後完成後，正是可以將 PR 納入 (3) GitHub Merge 到專案中偉大時刻，碰，大功告成!!!\r\n\r\n在貢獻流程中，維護者一天可以收到非常多的 PR 裡面夾帶著非常多的 (1) Git Commit，如果每個都一一建議，是會很耗損開源維護者的熱情地，所以 OCA 使用 pre-commit 工具及 oca-addons-repo-template 來維持最低程度的 commit 品質。\r\n\r\n再來是專案維護者，並不可能有時間一一檢查所有的程式，所以透過獨有的 (2) CI Testing，在 GitHub Action 把關程式碼是否通過基礎驗證，再來特別點的是，由於 Odoo 是個包含商業邏輯的全端應用，程式碼可以運行，不代表程式及資料邏輯是正確可運行的，所以有個 Runboat 運用 Kubernetes 動態建構出可以測試運行的執行環境，供維護者來做基本的驗證及確認。\r\n\r\n最後在 PR 通過審查後，要做 (3) GitHub Merge 到原始專案當中，此時可以交由 OCA GitHub Bot 來代勞，完成最後一步。最令人振奮的是，這些都是開源的，歡迎大家來學習交流 : )"},"en":{"title":"OCA's international open source project organization's DevOps build and specification - how to manage over 200 repo projects.","describe":"In 250 words or less in Chinese, please give a full description of the program so that the audience can fully understand the program and what they can expect to get out of it. This paragraph is scheduled to be published on the official website of the conference! In this session, I will only introduce OCA (Odoo Community Association)'s experience in Linting, Testing and OCA GitHub bot and its practical operation.\r\n\r\nFirst of all, let's briefly understand the scale of OCA. OCA currently has over 200 Repos, hundreds of contributors, and thousands of modules in total. Not only that, each module has a different version of branch, and one version is updated every year. In order to maintain the quality of the project, it is impractical to rely only on human resources to manage the project, so OCA has established the infrastructure for contributing and managing the project many years ago.\r\n\r\nThe contribution process to note is (1) Git Commit, and (2) CI Testing, and then (3) GitHub Merge, which corresponds to the Linting, Testing, and OCA GitHub Bot that I mentioned at the beginning. Let's go through the process a little bit. First, we find a bug in the program, and then we try to Fork the project and Clone to the local side to modify the program code, after the modification is completed, we (1) Git Commit our changes, and upload to the cloud and send a Pull Request to the original project, at this time the PR has to be first through (2) CI Testing to determine whether or not it passes all the tests, and finally, when the contributor and the administrator to discuss and modify after the completion of the PR can be incorporated into (3) GitHub Bot, and then we can use it as the basis for the PR to be included in (4) GitHub Bot. Finally, when the discussion and modification between the contributor and the administrator are completed, it is the right time to incorporate the PR into (3) GitHub Merge into the project, and it's a great moment.\r\n\r\nIn the contribution process, the maintainer can receive a lot of PRs with a lot of (1) Git Commits a day, if each of them is suggested one by one, it will be very exhausting to the enthusiasm of the open source maintainer, so OCA uses the pre-commit tool and the oca-addons-repo-template to maintain the minimum quality of the commits.\r\n\r\nFurthermore, project maintainers don't have the time to check all the programs one by one, so they use the unique (2) CI Testing in GitHub Action to keep an eye on whether the code passes the basic verification, and in particular, since Odoo is a full-end application with business logic, just because the code can run, it doesn't mean that the program and the data logic are correctly run, so there is a runboat running Ku, a tool that uses a Ku-addons-repo-template to maintain the minimum quality of the commit. Therefore, there is a Runboat that uses Kubernetes dynamics to build a test run environment for maintainers to do basic verification and validation.\r\n\r\nFinally, after the PR has been reviewed, there is (3) GitHub Merge to the original project, which can be done by the OCA GitHub Bot to complete the final step. The most exciting thing is that all of these are open source, welcome to learn and exchange : ) (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/J9QYAA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JB9XXD","type":117,"room":90,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":["QWBSWP"],"zh":{"title":"從使用者到貢獻者：台灣如何建立 Tor/OONI 的社群節點與回饋模式","describe":"除了工作坊活動外，我們也想把握這次機會，一起來探討新聞媒體、獨立記者、公民團體與開源科技社群共同參與的可能，當然也想要邀請大家一起討論對於「匿名網路社群」的想像，我們可以透過怎樣的協助，不論在技術或是資源上的協調，希望透過這次的**圓桌討論會議**找到更多的可能！\r\n\r\n**「從使用者到貢獻者：台灣如何建立 Tor/OONI 的社群節點與回饋模式」**\r\n\r\n- 臺灣有沒有 Tor relay、OONI probe 等基礎節點？運作情況如何？\r\n- 有哪些實際技術與行政、法律挑戰？（如主機費用、被封鎖、法律疑慮）\r\n- 能不能以社群的方式協助運作與培訓新手？\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d2-1100\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net"},"en":{"title":"From User to Contributor: How Taiwan Can Establish Community Nodes and Feedback Models for Tor/OONI","describe":"In addition to the **workshop activities**, we would like to take this opportunity to explore the possibilities for collaboration among news media, independent journalists, civil society organizations, and the open-source technology community. We also wish to invite everyone to discuss your visions for future \"anonymous online communities.\" We hope to find more possibilities through this roundtable discussion by exploring how we can assist, whether in terms of technology or resource coordination. \r\n\r\nFrom User to Contributor: How Taiwan Can Establish Community Nodes and Feedback Models for Tor/OONI\r\n\r\n- Does Taiwan have foundational nodes like Tor relays or OONI probes? How are they functioning?\r\n- What are the practical technical, administrative, and legal challenges? (e.g., hosting costs, blockages, legal concerns)\r\n- Can we operate and mentor newcomers through a community approach?\r\n\r\nFor more detailed information about the event, please refer to the following page: \r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d2-1100\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net"},"tags":[],"uri":"https://coscup.org/2026/session/JB9XXD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JEUZYR","type":113,"room":84,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":["7TFCEC"],"zh":{"title":"Edge AI 開發平台比一比","describe":"Edge AI 開發板百百種，到底哪一種最合適我？誰能告訴我。這個分享會為大家一次說明白，從Edge AI 誰說了算？到Edge AI開發流程，最後介紹常用的開發板及開發工具，讓大家一口氣建立初步概念。"},"en":{"title":"Edge AI 開發平台比一比","describe":"Edge AI 開發板百百種，到底哪一種最合適我？誰能告訴我。這個分享會為大家一次說明白，從Edge AI 誰說了算？到Edge AI開發流程，最後介紹常用的開發板及開發工具，讓大家一口氣建立初步概念。"},"tags":[],"uri":"https://coscup.org/2026/session/JEUZYR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JFXFRU","type":97,"room":91,"start":"2025-08-09T11:50:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"英文","speakers":["YFWTUW"],"zh":{"title":"聲控您的 Home Assistant + LLM 超智能家居！","describe":"在這個環節中，Amanda 將向您展示如何在 Home Assistant 中設定大型語言模型（LLM）整合（例如 Google Gemini / Gemma），使其能夠在充分理解上下文的情況下「聆聽」您的口頭對話，並通過智能家居傳感器和互聯網資源，主動提醒您關於個人、家庭和周圍環境層面觸發的事件，這些提醒將以語音通知和儀表板更新的形式呈現，全部採用您所期望的語調和風格。Amanda 還將提供 2024年 在 Github 上擁有最多貢獻者的開源項目 - Home Assistant 項目的最新發展情況。\r\n\r\n這是 Amanda 於 2023年 和 2024年 香港開源大會，以及台北 COSCUP 2023年和 2024年所分享過的環節的續篇。"},"en":{"title":"Voice Control your ultra-smart home with Home Assistant & LLM","describe":"In this session, Amanda will show you how to set up a LLM integration (e.g. Google Gemini / Gemma) in Home Assistant so that it can LISTEN to your verbal conversations with great context, proactively remind you about the events triggered at personal, home and surrounding levels through smart home sensors and Internet resources, and presented as voice announcements and dashboard updates, all in your desired tone and styles. Amanda will also provide an update of the latest development of the Home Assistant project - the open source project with most number of contributors on Github in 2024.\r\n\r\nThis is a sequel to the previous sharing sessions at the Hong Kong Open Source Conference 2023 and 2024, as well as COSCUP Taipei 2023 and 2024."},"tags":[],"uri":"https://coscup.org/2026/session/JFXFRU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JGZQC3","type":117,"room":92,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T11:00:00+08:00","language":"英文","speakers":[],"zh":{"title":"【BoF】Getting Started with COSCUP: A First-Timer’s Orientation","describe":"COSCUP is a large and vibrant event, and it can feel overwhelming for first-time participants. This one-hour orientation, hosted by long-time COSCUP participants, will give you a quick overview of what to expect, how to make the most of your time, and a chance to meet fellow attendees. Let’s kickstart your COSCUP journey together!\r\n\r\nSounds interesting? Please leave your name [here](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?tab=t.0#heading=h.lt9h2kpypzvq)\r\n\r\nCOSCUP 是一個大型且充滿活力的活動，對於第一次參加的人來說可能會有些壓力。這場由資深 COSCUP 參與者主辦的一小時新手導覽，將帶你快速了解活動重點、如何充分利用你的時間，並且有機會認識其他與會者。讓我們一起啟動你的 COSCUP 之旅吧！（本聚會以英語友善進行）\r\n\r\n有興趣嗎？可以先在這裡 +1。[here](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?tab=t.0#heading=h.lt9h2kpypzvq)"},"en":{"title":"【BoF】Getting Started with COSCUP: A First-Timer’s Orientation","describe":"COSCUP is a large and vibrant event, and it can feel overwhelming for first-time participants. This one-hour orientation, hosted by long-time COSCUP participants, will give you a quick overview of what to expect, how to make the most of your time, and a chance to meet fellow attendees. Let’s kickstart your COSCUP journey together!\r\n\r\nSounds interesting? Please leave your name [here](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?tab=t.0#heading=h.lt9h2kpypzvq)\r\n\r\nCOSCUP 是一個大型且充滿活力的活動，對於第一次參加的人來說可能會有些壓力。這場由資深 COSCUP 參與者主辦的一小時新手導覽，將帶你快速了解活動重點、如何充分利用你的時間，並且有機會認識其他與會者。讓我們一起啟動你的 COSCUP 之旅吧！（本聚會以英語友善進行）\r\n\r\n有興趣嗎？可以先在這裡 +1。[here](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?tab=t.0#heading=h.lt9h2kpypzvq)"},"tags":[],"uri":"https://coscup.org/2026/session/JGZQC3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JKKRFA","type":97,"room":82,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"中文","speakers":["UWWYLX"],"zh":{"title":"釣魚體驗平台 Unphishable ：識破 Web3 詐騙陷阱！","describe":"Web3 讓去中心化技術變得流行，但各種釣魚攻擊手法也層出不窮。你知道常見的 Web3 釣魚手法有哪些嗎？你曾經遇過惡意智能合約、假空投網站、Google 搜尋廣告釣魚攻擊嗎？本議程將介紹一個 Web3 釣魚體驗平台，讓參與者在安全的環境下實際體驗各種 Web3 釣魚手法。我們將帶你從技術、社交工程、智能合約等角度解析釣魚攻擊的運作方式，並分享如何防範這些詐騙，提升 Web3 使用者的安全意識！"},"en":{"title":"Phishing Simulation Platform Unphishable  : Spot Web3 Scam Traps!","describe":"Web3 has made decentralized technologies popular, but phishing attacks are also common. Do you know what are the most common Web3 phishing techniques? Have you ever encountered malicious smart contracts, fake airdrop sites, or Google search ads phishing attacks? This agenda will introduce a Web3 phishing experience platform for participants to experience various Web3 phishing techniques in a safe environment. We will analyze the operation of phishing attacks from the perspectives of technology, social engineering, smart contracts, etc., and share with you how to prevent these scams and raise the security awareness of Web3 users!"},"tags":[],"uri":"https://coscup.org/2026/session/JKKRFA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JNGWNY","type":116,"room":95,"start":"2025-08-10T11:50:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"Mandarin","speakers":["TSBW9B"],"zh":{"title":"Follow up time in before noon using Chinese for in Software Defined Vehicle accelerated by Open-Source track","describe":"This talk aim to follow up each sessions using Chinese.  I don't plan to specific talk in this session.\r\nIf Chinese speaker want to re-hear in a part of passed sessions, we will re-inform to passed session using Chinese.\r\nWe talk by English in this track.  Attendee will have opportunity to follow up for each session using Chinese."},"en":{"title":"Follow up time in before noon using Chinese for in Software Defined Vehicle accelerated by Open-Source track","describe":"This talk aim to follow up each sessions using Chinese.  I don't plan to specific talk in this session.\r\nIf Chinese speaker want to re-hear in a part of passed sessions, we will re-inform to passed session using Chinese.\r\nWe talk by English in this track.  Attendee will have opportunity to follow up for each session using Chinese."},"tags":[],"uri":"https://coscup.org/2026/session/JNGWNY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JPADKC","type":113,"room":83,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:40:00+08:00","language":"中文","speakers":["VRWC3A"],"zh":{"title":"自己的 kernel 自己簽：secure boot 的開源之旅","describe":"Secure boot 保護你的系統免受 bootkit 攻擊，藉由 key 對 boot loader 簽名，確保只有經過認證的軟體被執行。那你知道這把 key 是怎麼來的嗎？為什麼每篇 Linux 安裝教學的第一步就是要你關閉 secure boot，然後就沒有然後了？本篇演講帶你從 UEFI 開始，走過整個 secure boot 直到 Linux kernel 載入，並介紹開源世界中如何透過 machine owner key 擺脫邪惡企業的控制，用自己的 key 對自己的 boot loader 及 kernel 簽名。 開進作業系統是成功的第一步，除了 secure boot 以外，還有更多的安全機制可以啟用。全硬碟加密可以避免別人偷走你的電腦後直接讀取內容，但目前 boot loader 對全硬碟加密的支援其實是有一些限制的，深入分析 grub 更會發現沒有寫在文件上的行為。這篇也會介紹在 Linux 中如何透過工具檢視這些進階的安全設置，並分享在除錯的過程中，使用 LLM 分析程式碼的經驗，從 GNOME desktop 一路追回 kernel。"},"en":{"title":"Signing your own kernel: the open source journey of secure boot","describe":"Secure boot protects your system from bootkit attacks by signing the boot loader with a key, ensuring that only authenticated software is executed. Do you know where this key comes from? Why is it that the first step in every Linux installation tutorial is to ask you to disable secure boot, and then nothing else? This talk takes you from the UEFI start, through the secure boot to the Linux kernel loading, and introduces you to the open source world of how to get out from under the control of the evil corporations through the machine owner key, and use your own key to sign your own boot loader and kernel. Booting into an operating system is the first step to success, and there are many more security mechanisms that can be enabled besides secure boot. Full disk encryption prevents people from stealing your computer and reading its contents directly, but there are some limitations in the boot loader's support for full disk encryption, and an in-depth analysis of grub reveals that it doesn't have write-on-file behavior. This article will also introduce how to view these advanced security settings in Linux through tools, and share the experience of using LLM to analyze the code during debugging, and trace the kernel all the way back from the GNOME desktop. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/JPADKC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"JXLL3D","type":113,"room":87,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"中文","speakers":["N9LZVC"],"zh":{"title":"公眾授權條款的放寬與限縮：行不行、好不好、怎麼做？","describe":"公眾授權條款是否可以被修改以加入放寬或限縮條件？例如，基於 MIT、Apache、GPL 或 Creative Commons（CC）等授權條款加以調整，是否合法可行？過去二十年已有諸多實例可供參考。整體而言，公眾授權條款因使用者眾多，原則上不得新增原條款所無之限制，任何加嚴規定一般視為不可接受，若真有必要，應另創條款並更名以避免混淆。相較之下，策略性地放寬條款則較為常見，因其通常不會產生授權糾紛。本講座將從授權條款文本、條款維護組織的官方立場，以及若干重要案例切入，探討修改授權條款的可能性與實務，包括 Redis、MongoDB、iTextSharp 的授權演變，以及可能為主權 AI 發展而制定的補充條款，皆將納入討論範圍。"},"en":{"title":"Loosening and Tightening General Public Licenses: Can We? Should We? How Do We Do It?","describe":"Can General Public Licenses be modified to include looser or stricter conditions?\r\n\r\nFor instance, is it legally permissible to adapt widely used licenses such as the MIT, Apache, GPL, or Creative Commons (CC) licenses? Over the past two decades, there have been numerous real-world examples. In general, because General Public Licenses are used by large communities, imposing additional restrictions on recipients’ exercise of the rights granted by the licenses is considered impermissible. Stricter conditions, in particular, are generally not accepted; if such changes are truly necessary, a new license name should be adopted to avoid confusion. In contrast, strategic loosening of license terms—typically framed as exceptions—has been more commonly observed, as it usually avoids legal disputes.\r\n\r\nThis talk will explore the feasibility and practical implications of modifying General Public Licenses by examining license texts, official positions of license stewards, and key case studies. Examples will include the license transitions of Redis, MongoDB, and iTextSharp, as well as proposed supplemental licensing clauses for sovereign AI development."},"tags":[],"uri":"https://coscup.org/2026/session/JXLL3D","co_write":null,"qa":null,"slide":null,"record":null},{"id":"K793LW","type":113,"room":75,"start":"2025-08-09T14:05:00+08:00","end":"2025-08-09T14:35:00+08:00","language":"英語","speakers":["7C89L7"],"zh":{"title":"From Scripts to Circuits: IoT Applications with mruby/c","describe":"mruby/c is a lightweight implementation of mruby, designed specifically for environments with limited resources, supprting for IoT device development. It enables Ruby programs to run with minimal memory consumption; even the smallest application requires only about 20 KB of memory.\r\n\r\nOne of the key features of mruby/c is its concurrent execution capability, a feature not found in CRuby or standard mruby. This allows multiple programs to run in parallel without the need for an operating system. Additionally, mruby/c includes power-saving mechanisms, enabling IoT devices to operate for extended periods on limited power sources.\r\n\r\nIn this session, we'll explore how mruby/c functions, with a focus on its power-efficiency and portability to various hardware platforms. We'll conclude with a hands-on demonstration using a one-chip microcontroller."},"en":{"title":"From Scripts to Circuits: IoT Applications with mruby/c","describe":"mruby/c is a lightweight implementation of mruby, designed specifically for environments with limited resources, supprting for IoT device development. It enables Ruby programs to run with minimal memory consumption; even the smallest application requires only about 20 KB of memory.\r\n\r\nOne of the key features of mruby/c is its concurrent execution capability, a feature not found in CRuby or standard mruby. This allows multiple programs to run in parallel without the need for an operating system. Additionally, mruby/c includes power-saving mechanisms, enabling IoT devices to operate for extended periods on limited power sources.\r\n\r\nIn this session, we'll explore how mruby/c functions, with a focus on its power-efficiency and portability to various hardware platforms. We'll conclude with a hands-on demonstration using a one-chip microcontroller."},"tags":[],"uri":"https://coscup.org/2026/session/K793LW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"K7HNX7","type":113,"room":73,"start":"2025-08-09T15:20:00+08:00","end":"2025-08-09T15:50:00+08:00","language":"中文","speakers":["N37GTD"],"zh":{"title":"Running Python in the Browser: Practical Applications with Pyodide","describe":"Pyodide is an open-source project that compiles CPython to WebAssembly, enabling native Python execution directly in browsers or Node.js. With built-in support for scientific libraries like NumPy and Pandas, it unlocks client-side computing potential for modern apps.\r\nThis talk shares practical use cases of Pyodide in frontend development—covering installation, DOM interaction, data analysis, and seamless JavaScript ↔️ Python communication. We'll explore how Pyodide empowers serverless, offline-first open source tools, and how it integrates Python into AI, and educational contexts."},"en":{"title":"Running Python in the Browser: Practical Applications with Pyodide","describe":"Pyodide is an open-source project that compiles CPython to WebAssembly, enabling native Python execution directly in browsers or Node.js. With built-in support for scientific libraries like NumPy and Pandas, it unlocks client-side computing potential for modern apps.\r\nThis talk shares practical use cases of Pyodide in frontend development—covering installation, DOM interaction, data analysis, and seamless JavaScript ↔️ Python communication. We'll explore how Pyodide empowers serverless, offline-first open source tools, and how it integrates Python into AI, and educational contexts."},"tags":[],"uri":"https://coscup.org/2026/session/K7HNX7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"K88MHU","type":117,"room":81,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T11:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"BoF DAY2 Slot1","describe":"預約你的 BoF 時間（每場次一小時），讓這個周末成為你與朋友們的技術樂園。記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"BOF DAY2 Slot1","describe":"Book a BoF session for an hour and enjoy the weekend with friends. Please review the guidelines and sign up using the following link: \r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/K88MHU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"K9RS8D","type":113,"room":86,"start":"2025-08-09T15:20:00+08:00","end":"2025-08-09T15:50:00+08:00","language":"中文","speakers":["9WQRQB"],"zh":{"title":"開源精神、開放資料如何參與環境保護議題：揭開四大基金投資真相！","describe":"除了銀彈進場護盤，關於「四大基金」，你還聽過什麼？\r\n環境正義基金會（Environmental Justice Foundation, EJF）從 2021 年開啟對台灣四大政府基金——郵政儲金、勞退基金、勞保基金、退撫基金的觀察與研究，發現四大基金雖然都承諾其投資遵守政府 2050 淨零政策、考量長遠世代的影響，卻缺乏相應的「永續投資」行動，形同加劇氣候變遷；同時「投資標的」與「氣候風險」的不透明，亦嚴重危害人民的知情權與公民參與。\r\nEJF 與財團法人開放文化基金會（Open Culture Foundation, OCF）合作，希望透過開源工具、開放資料，結合氣候情境分析方法，揭露四大基金現行投資政策對人民帶來的財務風險，鼓勵人們採取行動，要求四大基金投資永續的環境與未來。\r\n在這場議程中你可以了解到：\r\n四大政府基金的運作方式，與國家氣候目標的矛盾與壁壘。\r\n氣候變遷風險對真實世界及個人財務所造成的實質影響。\r\n開源工具、開放資料如何使使資料與倡議更具影響力。\r\n\r\n其他參考資料：\r\n* 2024/08 《火上加油：臺灣政府基金未盡忠誠義務，助長氣候危機、危及民眾資產》報告  https://reurl.cc/vQGxEo \r\n* 2024/06 投書 氣候風險大增，退休基金還要投資化石燃料產業嗎？ https://reurl.cc/bWeodM"},"en":{"title":"How open source spirit and open data help in environmental protection issues - unveiling the four major funds' investments.","describe":"Try to search in your brain. Have you remembered anything about the four major public funds other than their entering into the stock market in order to stabilise it?\r\nThe Environmental Justice Foundation (EJF) started its observation and research on Taiwan's four major government funds - Postal Savings Fund, Labor Pension Fund, Labor Insurance Fund, and Public Service Pension Fund since 2021. It is found that although the four major funds have committed their investments to comply with the government's 2050 net-zero policy and to consider the impacts of long-term investments, they lack corresponding “sustainable investment” actions, which is tantamount to exacerbating climate change. Meanwhile, the opacity of the “investment targets” and “climate risks” has seriously jeopardized the people's right to know and civic participation.\r\nEJF and the Open Culture Foundation (OCF) are working together to expose the financial risks that the current investment policies of the four major public funds pose to people through open source tools, open data, and climate scenario analysis. We would like to encourage people to take action to demand that the four funds invest in a sustainable environment and future.\r\nIn this program you can learn:\r\nThe contradictions and barriers between the way the four major public funds operate and national climate goals.\r\nThe real-world and individual financial implications due to climate change risk.\r\nHow open source tools and open data can make information and initiatives more impactful.\r\n\r\n\r\nOther references:\r\n* August 2024,  Burning Capital: How Taiwan’s public funds risk public assets and fuel the climate crisis  Report: https://reurl.cc/vQGxEo \r\n* June 2024, OP-ed  Should Pension Funds Still Invest in Fossil Fuel as Climate Risks Increase?  https://reurl.cc/bWeodM"},"tags":[],"uri":"https://coscup.org/2026/session/K9RS8D","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KCE9SD","type":113,"room":83,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"英文","speakers":["P9XWZ9"],"zh":{"title":"One Size Can't Fit All: The Case for a Real-Time Data Warehouse","describe":"In the last decade, the rise of the proprietary cloud data warehouse, led by platforms like Snowflake, BigQuery, and Redshift, has helped modernize data warehousing by providing scalability, convenience, and most importantly flexibility and openness to a very important class of data workloads. Once this data was available in the cloud, it was possible to use it for more use cases, including user-facing analytics, dashboarding, observability, machine learning, and so on. This led to recurrent performance challenges, a degraded user experience, significant runaway costs, and also — vendor lock-in. In this talk, we explore the role open source technologies (e.g. open source real-time analytical databases like Druid, Pinot, ClickHouse) and open data lake standards (e.g. Iceberg, Hudi, Delta Lake) play in transforming the modern data stack and helping organizations move away from a monolithic cloud data warehouse."},"en":{"title":"One Size Can't Fit All: The Case for a Real-Time Data Warehouse","describe":"In the last decade, the rise of the proprietary cloud data warehouse, led by platforms like Snowflake, BigQuery, and Redshift, has helped modernize data warehousing by providing scalability, convenience, and most importantly flexibility and openness to a very important class of data workloads. Once this data was available in the cloud, it was possible to use it for more use cases, including user-facing analytics, dashboarding, observability, machine learning, and so on. This led to recurrent performance challenges, a degraded user experience, significant runaway costs, and also — vendor lock-in. In this talk, we explore the role open source technologies (e.g. open source real-time analytical databases like Druid, Pinot, ClickHouse) and open data lake standards (e.g. Iceberg, Hudi, Delta Lake) play in transforming the modern data stack and helping organizations move away from a monolithic cloud data warehouse."},"tags":[],"uri":"https://coscup.org/2026/session/KCE9SD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KCXUSU","type":113,"room":78,"start":"2025-08-09T10:10:00+08:00","end":"2025-08-09T10:40:00+08:00","language":"中文","speakers":["7X3VTY"],"zh":{"title":"Building RESTful APIs with gRPC-gateway in Go","describe":"使用 gRPC-Gateway 在 Go 中構建 RESTful API，讓開發人員能夠將 gRPC 服務暴露為 RESTful API，而無需重複編碼。通過 gRPC-Gateway 插件生成的反向代理伺服器，RESTful HTTP 請求被轉換為 gRPC 呼叫，依據服務定義中的註釋。使 gRPC 的高效性與 RESTful API 的廣泛採用無縫整合，非常適合需要同時支援兩種協定的微服務架構。本次演講將涵蓋設置過程、最佳實踐以及 gRPC-Gateway 在 Go 中的真實應用案例。"},"en":{"title":"Building RESTful APIs with gRPC-gateway in Go","describe":"Using gRPC-Gateway to construct RESTful APIs in Go allows developers to expose gRPC services as RESTful APIs without the need for repetitive coding. Through the reverse proxy server generated by the gRPC-Gateway plugin, RESTful HTTP requests are converted into gRPC calls, according to the annotations in the service definition. The efficiency of gRPC is seamlessly integrated with the widespread adoption of RESTful APIs, making it ideal for microservice architectures that need to support both protocols. This talk will cover the setup process, best practices, and real-world use cases of gRPC-Gateway in Go. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/KCXUSU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KFAEU3","type":116,"room":72,"start":"2025-08-10T13:50:00+08:00","end":"2025-08-10T14:30:00+08:00","language":"中文","speakers":["AL3FUN"],"zh":{"title":"監控與告警設計：打造適合團隊使用的 PostgreSQL 觀測儀表板","describe":"在金融業的資料庫環境中，龐大的資料量與高交易頻率對系統效能提出極大挑戰。以信用卡業務為例，截至 2025 年第 1 季，本行流通卡數已達 822 萬張，若加上其他業務產品線，更是一項龐大的資料處理工程。身為 AI 部門的 PostgreSQL 資料庫管理人員，我們以系統架構的角度出發，致力於提升整體服務效能。\r\n\r\n效能優化的第一步，是找出造成瓶頸的可疑 process。而 DBA 與資料分析團隊在監控方面，所關注的重點卻不盡相同：DBA 注重系統資源與穩定性，例如 CPU、記憶體、IO 與 WAL Size；資料分析人員則關心查詢行為與瓶頸，如 讀寫分離中 blocked process、 idle in transaction 狀態。\r\n\r\n在本議程中，我們將分享如何利用 Prometheus + Grafana 打造一套能同時服務 DBA 與資料分析人員的 PostgreSQL 觀測儀表板。內容涵蓋：\r\n1. 我們如何從上百項 metrics 中設計與挑選合適的觀測指標\r\n2. DBA 關注的指標：CPU、記憶體、磁碟 IO、網路流量、WAL Size 等\r\n3. 資料分析人員指標：使用者活動（active/idle）、查詢等待行為、blocked process 等\r\n4. 實際導入後的使用情境與推廣經驗：讓使用者更快找到process在系統的狀態\r\n\r\n本議程適合 DBA、Data Engineer、資料平台架構師與資料分析相關工作者，特別適合有導入可觀測性需求、或希望提升資料平台可視化程度的團隊參考。"},"en":{"title":"Designing PostgreSQL Monitoring Dashboards for Both DBAs and Data Analysts with Prometheus and Grafana","describe":"In the database environment of the financial industry, the huge volume of data and high frequency of transactions pose a great challenge to system performance. Take credit card business as an example, as of Q1 2025, the number of cards in circulation has reached 8.22 million, which is a huge data processing task when added to other business product lines. As a PostgreSQL database administrator in the AI department, we are committed to improving the overall service performance from a system architecture perspective.\r\n\r\nThe first step in performance optimization is to identify suspicious processes that cause bottlenecks, while DBAs and data analysts focus on different aspects of monitoring: DBAs focus on system resources and stability, such as CPU, memory, IO, and WAL size, while data analysts are concerned with query behavior and bottlenecks, such as blocked processes in read-write splits, The data analysts are concerned with query behavior and bottlenecks, such as blocked process in read/write separation, idle in transaction.\r\n\r\nIn this session, we will share how to utilize Prometheus + Grafana to build a PostgreSQL dashboard that can serve both DBAs and data analysts. It covers:\r\n1. how we design and select the right metrics from hundreds of metrics\r\n2. Metrics for DBAs: CPU, memory, disk IO, network traffic, WAL Size, etc. 3. Metrics for data analysts: users, data analysts, data analysts, data analysts, data analysts, etc.\r\n3. Data analyst metrics: user activity (active/idle), query waiting behavior, blocked process, etc.\r\n4. Usage scenarios and promotional experiences after actual implementation: allowing users to find the status of the process in the system more quickly.\r\n\r\nThis agenda is suitable for DBAs, Data Engineers, data platform architects, and data analytics related workers, especially for teams that have the need to introduce observability or want to improve the visualization of the data platform. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/KFAEU3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KLEUNM","type":113,"room":75,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T14:00:00+08:00","language":"英語","speakers":["LLRXH8"],"zh":{"title":"End-to-End Encryption Saves Lives. You Can Start Saving Lives In Ruby, Too","describe":"\"Why do you need End-to-End Encryption in Ruby? Because...\"\r\n\r\nThis talk will cover the Ruby implementation of the Messaging Layer Security Protocol (RFC 9420), and recent developments in Ruby's modern cryptography. Messaging Layer Security enables authenticated key exchange in group messaging systems, providing end-to-end security to messaging apps. By learning how end-to-end encryption in group messaging works, you could be more confident about the security of your daily messages that are sent through your messaging apps. And yes, it does save actual lives."},"en":{"title":"End-to-End Encryption Saves Lives. You Can Start Saving Lives In Ruby, Too","describe":"\"Why do you need End-to-End Encryption in Ruby? Because...\"\r\n\r\nThis talk will cover the Ruby implementation of the Messaging Layer Security Protocol (RFC 9420), and recent developments in Ruby's modern cryptography. Messaging Layer Security enables authenticated key exchange in group messaging systems, providing end-to-end security to messaging apps. By learning how end-to-end encryption in group messaging works, you could be more confident about the security of your daily messages that are sent through your messaging apps. And yes, it does save actual lives."},"tags":[],"uri":"https://coscup.org/2026/session/KLEUNM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KR3DRD","type":113,"room":95,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"English","speakers":["38HVTF"],"zh":{"title":"Doujin and Open Source: A Comparative Study and Future Perspectives on the Evolution of Open Culture","describe":"This presentation compares Japan's \"Doujin\" (同人) activities with the Western-originated \"Open Source Software (OSS) activities,\" exploring their origins, backgrounds, developmental dynamics, and the future vision of open culture.\r\n\r\nThe OSS movement sustains a voluntary community of developers, motivated by contributions and improvements secured through open source licenses. In contrast, Japan's Doujin culture forms highly enthusiastic communities through the creation and distribution of derivative works based on existing creations or original works. These activities are fueled by the love and empathy that fans (i.e., \"doujin\") share for \"narratives\".\r\n\r\nThis session will first trace the origins of both movements. While the OSS movement is rooted in the hacker culture of the American West Coast and European free software ideology, Doujin activities find their early forms in the self-publishing of literary magazines by writers' groups in Meiji era (late 18th century).\r\n\r\nNext, we will compare the developmental processes of their respective communities. Doujin activities have built a unique ecosystem for co-creating narratives through offline events known as \"Doujinshi conventions\" (同人誌即売会). In contrast, we will examine how the OSS movement's stage became globalized and came to pursue productivity within a market economy.\r\n\r\nFinally, we will look towards the future of our open culture. We will introduce relatively new Japanese Doujinshi conventions such as \"Bunfree Market\" (文学フリマ) and \"Tech Book Fest\" (技術書典), proposing an attractive community model driven by emotional connections."},"en":{"title":"同人與開源：開放文化演進的比較研究與未來展望","describe":"本發表旨在比較日本的「同人」活動與源於歐美的「開放原始碼（OSS）運動」，探討其起源背景、發展動態，以及對未來開放文化的展望。\r\n開放原始碼運動透過開放原始碼授權條款來保障貢獻與改進的動機，藉此維持開發者們自發組成的社群。另一方面，日本的同人文化則是以對現有作品的二次創作，或是原創作品的製作與頒布為核心，形成了充滿熱情的社群；這些活動的動力，源自於粉絲（即「同人」）之間對於「故事」的熱愛與共鳴。\r\n本議程首先將追溯兩者的起源。開放原始碼軟體運動根植於美國西岸的駭客文化及歐洲的自由軟體思潮，而同人活動的濫觴則可見於明治期（18世紀晩期）作家群體自費出版的文藝刊物。\r\n接著，我們將比較雙方社群的發展歷程。同人活動透過稱為「同人誌販售會」（同人誌即売会）的實體線下活動，建立了共同創作故事的獨特生態系統。相對地，我們將考察開放原始碼軟體運動的舞台是如何走向全球化，並在市場經濟的框架下追求生產力。\r\n最後，我們將展望未來開放文化的可能性。我們將介紹日本近年新興的同人誌販售會，例如「文學Flea Market（文学フリマ）」和「技術書典」，並提出一個由情感連結所驅動、富有吸引力的社群模式。"},"tags":[],"uri":"https://coscup.org/2026/session/KR3DRD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KRHHGQ","type":113,"room":76,"start":"2025-08-09T13:40:00+08:00","end":"2025-08-09T14:10:00+08:00","language":"英語","speakers":["QP7KLA"],"zh":{"title":"OmegaT: Desktop translation platform app for professionals and FLOSS contributors","describe":"Localization (L10N) is crucial for the project to introduce FLOSS applications to users. In recent days, generative AI service companies have provided AI-based translation; many FLOSS contributors may use it to localize the applications and manuals. OmegaT is a FLOSS desktop application to help translators using AI-based machine translations, glossary lookups, bi-language dictionary lookups, translation memory, team collaboration, and more on the desktop window with shortcut keys in the translation task."},"en":{"title":"OmegaT: Desktop translation platform app for professionals and FLOSS contributors","describe":"Localization (L10N) is crucial for the project to introduce FLOSS applications to users. In recent days, generative AI service companies have provided AI-based translation; many FLOSS contributors may use it to localize the applications and manuals. OmegaT is a FLOSS desktop application to help translators using AI-based machine translations, glossary lookups, bi-language dictionary lookups, translation memory, team collaboration, and more on the desktop window with shortcut keys in the translation task."},"tags":[],"uri":"https://coscup.org/2026/session/KRHHGQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KRTWYM","type":113,"room":75,"start":"2025-08-10T14:40:00+08:00","end":"2025-08-10T15:10:00+08:00","language":"English","speakers":["WPHKCW"],"zh":{"title":"Nuances of running Ruby on Kubernetes","describe":"It is not so difficult to “kubernetize” your application, but what’s next? There are so many subtle things to consider to make your application performant and reliable.\r\n\r\nUnfortunately, it is easy to make it wrong: a small change in resource limits can slow your application, a wrong container liveness check will make your app crash faster under heavy load, and even following containerization best practices can make your application less performant. Let's see why!"},"en":{"title":"Nuances of running Ruby on Kubernetes","describe":"It is not so difficult to “kubernetize” your application, but what’s next? There are so many subtle things to consider to make your application performant and reliable.\r\n\r\nUnfortunately, it is easy to make it wrong: a small change in resource limits can slow your application, a wrong container liveness check will make your app crash faster under heavy load, and even following containerization best practices can make your application less performant. Let's see why!"},"tags":[],"uri":"https://coscup.org/2026/session/KRTWYM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KTCXNJ","type":116,"room":73,"start":"2025-08-10T13:50:00+08:00","end":"2025-08-10T14:20:00+08:00","language":"英文","speakers":["8NKLQ8"],"zh":{"title":"“I Just Wanted to Write an API Doc” – Turning a Tiny Dev Tool into a Full DX Platform 我只想寫個 API 文件，結果做出一整個平台：從開發痛點打造極致 DX 體驗","describe":"What started as a simple tool to view API docs on my phone, turned into OpenAPI Studio — a full-featured platform for writing, verifying, and sharing OpenAPI files.\r\n\r\nAs a full-stack developer, I joined a Web3 frontend project and faced a nightmare: API specs were messy HackMD snippets filled with enums and partial responses. Documentation didn’t match reality. I had to brute-force every call just to understand the backend.\r\n\r\nSo, I built a small tool just for myself. But from version 0.1 to 0.4.7, it evolved into:\r\n\r\nA Monaco-based editor with real-time validation, autocomplete, and error feedback (WIP)\r\n\r\nMulti-engine validation: Redocly, Spectral, and custom logic\r\n\r\nFull RWD support (RTL languages, overflow handling, 390px layout)\r\n\r\nMulti-language support (currently refining)\r\n\r\nEmbed-ready display & planned team collaboration mode\r\n\r\nI’m releasing a lightweight open-source version for community use, while building toward a self-hosted or SaaS-ready architecture.\r\n\r\nThis talk shares how I built the platform, why DX matters deeply to developers, and how a tiny idea born from frustration became a tool worth sharing with the open-source world.\r\n\r\n本來只是為了改善團隊協作中 API 文件難用的痛點，沒想到一手打造出整個 API 文件平台 —— OpenAPI Studio。\r\n\r\n作為一個獨立全端開發者，在一次 Web3 專案中，我被後端以 HackMD 散貼 enum 及半殘的 response 文件搞到崩潰。為了讓我能隨時在手機上查看文件，也為了解決驗證混亂、格式不一致、Swagger 體驗低落等問題，我決定開發一個簡單的小工具。\r\n\r\n沒想到這個工具從 v0.1 一路演進到 v0.4.7，逐步發展出以下功能模組：\r\n\r\n即時驗證、自動補全與錯誤訊息提示的 Monaco 編輯器（目前仍在完善中）\r\n\r\nRedocly / Spectral / 自研引擎等多重驗證架構\r\n\r\nRWD 設計（支援 RTL 語系、文字溢位處理、390px 裝置瀏覽）\r\n\r\n多語系支援（包含方向性處理與長文字展延設計，優化中）\r\n\r\n文件內嵌展示與協作分享機制（已規劃開發中）\r\n\r\n本系統目前正規劃釋出 基礎功能版本作為開源專案，並將穩定模組演進為可自建內部平台與 SaaS 解決方案，走向「半開源 + 可自建 + 訂閱授權」的產品路線。\r\n\r\n這次分享將從實際的開發痛點出發，帶大家探討如何設計一套「以開發者體驗（DX）為核心」的系統，同時分享我如何作為個人開發者，一步步讓一個 Side Project 成為具規模與擴展性的產品平台。"},"en":{"title":"“I Just Wanted to Write an API Doc” – Turning a Tiny Dev Tool into a Full DX Platform","describe":"What started as a simple tool to view API docs on my phone, turned into OpenAPI Studio — a full-featured platform for writing, verifying, and sharing OpenAPI files.\r\n\r\nAs a full-stack developer, I joined a Web3 frontend project and faced a nightmare: API specs were messy HackMD snippets filled with enums and partial responses. Documentation didn’t match reality. I had to brute-force every call just to understand the backend.\r\n\r\nSo, I built a small tool just for myself. But from version 0.1 to 0.4.7, it evolved into:\r\n\r\nA Monaco-based editor with real-time validation, autocomplete, and error feedback (WIP)\r\n\r\nMulti-engine validation: Redocly, Spectral, and custom logic\r\n\r\nFull RWD support (RTL languages, overflow handling, 390px layout)\r\n\r\nMulti-language support (currently refining)\r\n\r\nEmbed-ready display & planned team collaboration mode\r\n\r\nI’m releasing a lightweight open-source version for community use, while building toward a self-hosted or SaaS-ready architecture.\r\n\r\nThis talk shares how I built the platform, why DX matters deeply to developers, and how a tiny idea born from frustration became a tool worth sharing with the open-source world.\r\n\r\n本來只是為了改善團隊協作中 API 文件難用的痛點，沒想到一手打造出整個 API 文件平台 —— OpenAPI Studio。\r\n\r\n作為一個獨立全端開發者，在一次 Web3 專案中，我被後端以 HackMD 散貼 enum 及半殘的 response 文件搞到崩潰。為了讓我能隨時在手機上查看文件，也為了解決驗證混亂、格式不一致、Swagger 體驗低落等問題，我決定開發一個簡單的小工具。\r\n\r\n沒想到這個工具從 v0.1 一路演進到 v0.4.7，逐步發展出以下功能模組：\r\n\r\n即時驗證、自動補全與錯誤訊息提示的 Monaco 編輯器（目前仍在完善中）\r\n\r\nRedocly / Spectral / 自研引擎等多重驗證架構\r\n\r\nRWD 設計（支援 RTL 語系、文字溢位處理、390px 裝置瀏覽）\r\n\r\n多語系支援（包含方向性處理與長文字展延設計，優化中）\r\n\r\n文件內嵌展示與協作分享機制（已規劃開發中）\r\n\r\n本系統目前正規劃釋出 基礎功能版本作為開源專案，並將穩定模組演進為可自建內部平台與 SaaS 解決方案，走向「半開源 + 可自建 + 訂閱授權」的產品路線。\r\n\r\n這次分享將從實際的開發痛點出發，帶大家探討如何設計一套「以開發者體驗（DX）為核心」的系統，同時分享我如何作為個人開發者，一步步讓一個 Side Project 成為具規模與擴展性的產品平台。"},"tags":[],"uri":"https://coscup.org/2026/session/KTCXNJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KTPWVY","type":116,"room":82,"start":"2025-08-09T14:10:00+08:00","end":"2025-08-09T14:40:00+08:00","language":"中文","speakers":["9G7V9L"],"zh":{"title":"助記詞好麻煩 – 更方便的 DApp 用戶體驗","describe":"AA wallet 讓 EVM blockchain 不需引入新的 transaction 類型，就具備可程式化驗證交易的能力，開啟建構更多元的鏈上帳戶的可能性。\r\n\r\n由於現今多數智慧型裝置都配備相關硬體元件，搭配廣泛支援 WebAuthn API 的瀏覽器與網站，使得 passkey 這類實現無密碼登入的目標得以實現。實際上，無密碼登入需要完成 challenge → sign → verify 三步驟，這與 EVM blockchain 上頭發送交易具有高度相似性。\r\n\r\n這場演講將針對此主題做介紹，並透過實例展示實際體驗。"},"en":{"title":"Beyond Seed Phrases –  Enhancing DApp User Accessibility","describe":"AA wallets enable EVM blockchains to have programmable transaction verification capabilities without introducing new transaction types, opening up possibilities for building more diverse on-chain accounts.\r\n\r\nSince most smart devices today are equipped with enclave hardware chips, combined with widespread browser and website support for WebAuthn API, passwordless authentication goals like passkeys can be realized. In practice, passwordless authentication requires completing three steps: challenge → sign → verify, which bears striking similarity to sending transactions on EVM blockchains.\r\n\r\nThis presentation will introduce this topic and demonstrate the actual user experience through practical examples."},"tags":[],"uri":"https://coscup.org/2026/session/KTPWVY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KUFCSX","type":113,"room":72,"start":"2025-08-09T13:50:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"中文","speakers":["LPWBDH"],"zh":{"title":"Postgresql 時間資料型態處理的一些探討","describe":"關於Postgresql 時間處理的一些技巧以及注意事項.\r\n包含有時區處理的技巧以及誤區.與時間有關的Index.一些實用的自製函數.\r\n當然還有一些有趣的實際案例."},"en":{"title":"Postgresql Time Data Type Handling Some Explorations","describe":"Postgresql time handling tips and tricks.\r\nIncludes tips and tricks for handling time zones. Some useful homebrew functions.\r\nAnd of course, some interesting real-world examples. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/KUFCSX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KVTZHB","type":113,"room":75,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"英語","speakers":["MTGUNX"],"zh":{"title":"Joy with 3D Graphics Using Ruby","describe":"In recent years, I think we've often seen works and presentations on the theme of creating 'sound' with Ruby. While audio processing is very enjoyable, graphic expression is equally attractive. In this session, I would like to share with everyone the joy of creating 3D graphics with Ruby. This session will introduce everything from the basics of 3D rendering using Ruby to practical application examples. Watching 3D objects spinning around is fun. Let's implement that in Ruby. I'll explain step by step so that even beginners can understand easily, and show you code that actually works. 3D graphics is an area that we may not often have the opportunity to explore, but with Ruby, we can create together while having fun. Let's experience the world of 3D graphics that we can play with starting tomorrow."},"en":{"title":"Joy with 3D Graphics Using Ruby","describe":"In recent years, I think we've often seen works and presentations on the theme of creating 'sound' with Ruby. While audio processing is very enjoyable, graphic expression is equally attractive. In this session, I would like to share with everyone the joy of creating 3D graphics with Ruby. This session will introduce everything from the basics of 3D rendering using Ruby to practical application examples. Watching 3D objects spinning around is fun. Let's implement that in Ruby. I'll explain step by step so that even beginners can understand easily, and show you code that actually works. 3D graphics is an area that we may not often have the opportunity to explore, but with Ruby, we can create together while having fun. Let's experience the world of 3D graphics that we can play with starting tomorrow."},"tags":[],"uri":"https://coscup.org/2026/session/KVTZHB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"KZBFAT","type":113,"room":71,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["7MYTDY"],"zh":{"title":"電信新世界：開放、雲原生、AI 怎麼翻轉網路、走向未來？","describe":"這次演講會帶大家一起看看：\r\n- 現在電信網路到底卡在哪？為什麼 5G 推了這麼久，好像感覺還是不夠力？Open RAN 聽起來很潮，但它真的是解藥嗎？光靠它能翻盤嗎？還有，那些又貴又花時間的傳統測試跟認證方式，有沒有可能被改變？\r\n- 電信業準備怎麼「翻」？這裡面有幾個超關鍵的秘密武器，就是 **「開放」、「雲原生」跟「AI」**！\r\n- 「開放」不只是 Open RAN 而已，連測試、標準、軟體都要「開源」給大家用。\r\n- 「雲原生」也不是只有 Kubernetes 而已，電信有自己的玩法，而且它會是未來十年電信雲最重要的能力。我們會聊聊像是 Nephio 這種專門為電信設計的自動化框架。\r\n- 「AI」更不是只拿來做做客服而已！它會深入網路的最底層，幫忙顧好網路、預測問題、甚至可能把基地台伺服器晚上沒在用的算力拿去跑 AI 賺錢！\r\n\r\n- 什麼是那些「反直覺」但又很重要的事？你可能會聽到，像什麼「Cloud-native ≠ Kubernetes」、「光靠 Open RAN 救不了電信」、「電信資料要去識別化超難，但有個開源計畫正在挑戰」、「雲原生測試可以筆電就跑」、「把程式跟資料放在一起，不要資料到處搬」、還有「GPU 基地台晚上可以跑 AI 賺錢」這種，跟我們平常想的不太一樣，但資訊量超高的觀點。\r\n\r\n總之，這場演講就是希望透過這些最新的資料，讓你看到電信網路未來可能的樣子，他們正怎麼利用開放、雲和 AI 這些力量，從硬體思維變成軟體優先，從人工操作變自動化，甚至走向「自主網路」跟未來的 6G。\r\n\r\n如果你對電信技術的未來、雲端應用、AI 在各行各業的落地，或是想知道業界有哪些「反直覺」的真實狀況，都很歡迎來聽聽！保證讓你對電信網路的印象，直接大翻轉！"},"en":{"title":"How Openness, Cloud Native, and AI Are Flipping the Web and Moving into the Future","describe":"What’s Holding Back Telecom — and What’s Next\r\n\r\nThis talk unpacks why 5G has underdelivered despite the hype, and why Open RAN and legacy testing processes aren’t silver bullets. We’ll explore how telecom’s future is being shaped by three major forces:\r\n\r\nOpenness: Beyond Open RAN — open standards, testing, and software.\r\n\r\nCloud-Native: Not just Kubernetes. Telecom-specific frameworks like Nephio are redefining automation.\r\n\r\nAI: Powering smart networks — from failure prediction to using idle base stations for AI workloads.\r\n\r\nWe’ll challenge assumptions like “Open RAN will fix everything” and “Cloud-native means Kubernetes,” and show how testing telecom systems is now possible on a laptop.\r\n\r\nUltimately, telecom is evolving — from hardware to software, from manual to autonomous. If you're tracking the future of AI, networks, or cloud, this session will change how you see the industry."},"tags":[],"uri":"https://coscup.org/2026/session/KZBFAT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"L7P8TS","type":117,"room":83,"start":"2025-08-09T15:30:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"中文","speakers":["Y9NX3L","MDSM7S","MBWGEV"],"zh":{"title":"COSCUP x HIT 對駭客提問 AMA：從攻擊者的視角看開發與資安！","describe":"# 🔍 COSCUP x HIT｜對駭客提問 AMA：從攻擊者的視角看開發與資安！\r\n\r\n你是否曾想過，自己開發出的網站，竟然有駭客能夠任意變更內容？\r\n\r\n這並不是虛構情節——這正是我們其中一位講者的真實受駭經歷，也讓他從一名平凡的開發者，踏上了駭客之路。\r\n\r\n在你以為一切都「設計良好」的地方，駭客卻能做到你無法想像的事。\r\n\r\n這場對談，我們邀請到三位活躍於知名社群、資安戰隊、在國際舞台活躍的駭客們：🐟Vincent、🪶 ShallowFeather、🐈 Ching 以駭客思維，回答大家的提問。\r\n\r\n## 📌 活動資訊\r\n\r\n* 活動形式：AMA 問答（使用 Slido 進行提問與投票），並於現場由駭客們進行回答\r\n* 參與方式：於 Slido 上進行提問，已開放提問～～\r\n* Slido 連結：https://app.sli.do/event/8Nir2UnuYzep3K3jq9EyJU\r\n\r\n## 💬 他們會聊什麼？\r\n\r\n* 駭客可以做到什麼？怎麼駭進一個網站 / 破解一個軟體的？\r\n* 開發者應該怎麼開發 / 檢查自己的程式才比較不會出事？\r\n* 如何成為一個駭客？從哪裡開始學？\r\n\r\n🫵 你可以在 Slido 投出你的問題，讓駭客們現場回答你最想知道的事！"},"en":{"title":"COSCUP x HIT on Hacking AMA: Development and Security from an Attacker's Perspective!","describe":"# 🔍 COSCUP x HIT｜Questions for Hackers AMA: Development and Security from an Attacker's Perspective!\r\n\r\nHave you ever thought that a hacker can change the content of a website that you have developed?\r\n\r\nThis is not a fictional scenario - this is the real-life hacking experience of one of our speakers, which led him from an ordinary developer to the path of a hacker.\r\n\r\nWhere you think everything is \"well designed\", hackers can do things you can't even imagine.\r\n\r\nIn this conversation, we invited three hackers who are active in famous communities, security teams, and on the international stage: 🐟Vincent, 🪶 ShallowFeather, and 🐈 Ching to answer your questions with a hacker's mindset.\r\n\r\n## 📌 Event Information\r\n\r\n* Format: AMA Q&A (using Slido for questions and polls) with live answers from hackers.\r\n* How to participate: Ask questions on Slido, open for questions ~~ * Slido link:\r\n* Slido link: https://app.sli.do/event/8Nir2UnuYzep3K3jq9EyJU\r\n\r\n## 💬 What will they talk about?\r\n\r\n* What can hackers do? How to hack a website / crack a software?\r\n* What should developers do to develop / check their programs so that they are less likely to get into trouble?\r\n* How to become a hacker? Where to start?\r\n\r\n🫵 You can post your questions on Slido and let hackers answer your most wanted questions live! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/L7P8TS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"L9ETMP","type":113,"room":93,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"Mandarin","speakers":["DLBWBK"],"zh":{"title":"探索 AMD SEV-SNP 在韌體層級的安全性","describe":"在開源社群的努力下，AMD SEV-SNP 的機密運算解決方案如今已進入成熟的階段。本場演講將從 OVMF 的韌體角度出發，說明它如何與 QEMU 和 Linux Kernel 整合，在虛擬化環境中實現記憶體加密，進而保護系統記憶體的安全。機密運算不僅提升虛擬化平台的信任基礎，也逐漸成為資料中心與雲端環境的重要安全防線。\r\n\r\n本議程不限於 UEFI 開發者，對虛擬化、Linux 核心開發或資安有興趣的人員也適合參與。在這場分享中，參與者將了解 AMD SEV-SNP 如何在機密運算中保護虛擬機器，以及其在韌體層級帶來的潛在風險。"},"en":{"title":"Exploring Firmware-Level Security in AMD SEV-SNP","describe":"Under the dedicated efforts of the open-source community, AMD SEV-SNP's confidential computing solution has now reached a state of technical maturity. This talk will approach the topic from the perspective of OVMF, explaining how it works in conjunction with QEMU and the Linux kernel to enable memory encryption and enhance memory security in virtualized environments.\r\n\r\nThis session is not limited to UEFI developers; it is also suitable for those interested in virtualization, Linux kernel development, or cybersecurity. In this talk, participants will learn how AMD SEV-SNP protects virtual machines in confidential computing and understand the potential risks it introduces at the firmware level."},"tags":[],"uri":"https://coscup.org/2026/session/L9ETMP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"LCQYRU","type":113,"room":89,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T11:20:00+08:00","language":"中文","speakers":["HYQJNJ"],"zh":{"title":"都2025了還在聊天機器人? 台灣SaaS服務在日本拓展的案例分享","describe":"以力科技成立於2018年，致力於為中小型企業提供簡單易上手的AI solution，透過技術解決資訊不對稱的問題。旗下品牌MantaGO對話式商務平台，以多渠道底層架構為基礎，整合5大社群平台如LINE、Messenger、Instagram、Google Business Chat及官網客服系統，提供市場完整的一站式商務服務，從偏鄉到國際徐郁涵帶領以力科技進軍日本逐步構建進軍海外市場的護城河。\r\n\r\n本次演講我們請到了以利公司負責人Janice來分享在日本市場的經驗，Janice以「鄉村包圍城市」策略，選擇福岡作為進軍日本市場的起點，創造積極的創業環境和政府支持，更快地在當地建立根基，預計今年底將在福岡完成設立公司、進行市場拓展，也代表以力科技全球布局的里程碑之一。"},"en":{"title":"It's 2025 and still chatting about robots? Case Study of Taiwan SaaS Service Expansion in Japan","describe":"Founded in 2018, Elixir Technology is dedicated to providing simple and easy-to-use AI solution for small and medium-sized enterprises to solve the problem of information asymmetry through technology. Its brand MantaGO conversational business platform, based on a multi-channel infrastructure, integrates five social platforms, such as LINE, Messenger, Instagram, Google Business Chat and the official website customer service system, to provide the market with a complete one-stop business service, from the hometown to the international Hsu Yu-Han led Elite Technology to enter Japan to gradually build a moat to enter the overseas market. The moat for the overseas market is being built gradually.\r\n\r\nIn the Japanese market, Elite has chosen Fukuoka as the starting point for entering the Japanese market using the strategy of \"encircling a city with a village\". \"Fukuoka has created a positive entrepreneurial environment and governmental support, which allows us to establish our roots there more quickly,\" she said, noting that she expects to complete the establishment of the company in Fukuoka by the end of this year to expand the market, which is one of the milestones in the global layout of Elite Technology. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/LCQYRU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"LEKZSP","type":97,"room":80,"start":"2025-08-09T10:45:00+08:00","end":"2025-08-09T11:15:00+08:00","language":"中文","speakers":["TFCCPH"],"zh":{"title":"如何宣傳你的 Side Project","describe":"簡報 & 相關連結：https://m4xshen.dev/coscup\r\n\r\n---\r\n\r\n這場分享會以我的開源專案: [hardtime.nvim](https://github.com/m4xshen/hardtime.nvim) 為例，談談如何讓一個 side project 從沒人知道，到開始有使用者、貢獻者並在 GitHub 上達到超過三千顆星星。\r\n\r\n我會分享我在三個階段的實際做法與心得：\r\n- 準備階段：寫好 README、優化 issue template。\r\n- 宣傳階段：如何透過 social media 和 content marketing 宣傳專案。\r\n- 維運階段：如何持續宣傳，以及什麼是 build in public。"},"en":{"title":"How to Promote Your Side Project","describe":"This talk shares my experience promoting my Neovim plugin, [hardtime.nvim](https://github.com/m4xshen/hardtime.nvim), and how it grew from an unknown project to one with real users, contributors, and community engagement. I’ll walk through the practical steps I took in three phases:\r\n\r\n- Preparation: Writing a clear README, setting up contribution guidelines, and optimizing the issue template.\r\n- Promotion: Attracting users through Reddit, social media, and blog posts.\r\n- Maintenance: Responding to PRs, managing issues, and actively engaging with contributors to keep the project alive."},"tags":[],"uri":"https://coscup.org/2026/session/LEKZSP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"LLDLRE","type":113,"room":84,"start":"2025-08-10T13:40:00+08:00","end":"2025-08-10T14:10:00+08:00","language":"中文","speakers":["QZB8JT"],"zh":{"title":"採用微型機器學習技術的攀爬機器人進行即時結構缺陷檢測","describe":"近年來，微型機器學習（TinyML）領域的關注度大幅提升。儘管受到如此高度關注，但將其理論潛力轉化為工程領域實質性實際應用的情況仍然相當有限。關鍵基礎設施的結構檢測在人工執行時面臨重大安全挑戰，特別是在鋼結構的螺栓連接和外牆磁磚檢測方面。\r\n本文提出一種創新方法，將TinyML與攀爬機器人整合，在資源受限的環境中實現自主、即時的結構缺陷檢測。本研究檢視兩個互補的案例研究：使用FOMO（更快物件，更多物件）演算法進行鋼結構螺栓缺陷視覺檢測的磁吸式攀爬機器人，以及採用基於CNN的聲學分析技術進行建築外牆磁磚缺陷檢測的真空吸附式攀爬機器人。\r\n磁吸式機器人達到82%的準確率，推論時間僅需86毫秒，同時僅需最少的記憶體資源（0.072MB快閃記憶體，239.1KB RAM）。真空吸附式機器人通過聲學特徵分析，在區分缺陷與完好磁磚方面展現74.62%的準確率。兩項實作皆展示了TinyML在不同感測模式和結構檢測領域的多樣性應用能力。"},"en":{"title":"TinyML-Empowered Climbing Robots for Real-time Structural Defect Detection","describe":"In recent years, there has been a considerable surge in interest in tiny machine learning (TinyML). Despite this heightened attention, the translation of its theoretical promise into substantive real-world applications within engineering contexts remains notably limited. Structural inspection of critical infrastructure presents significant safety challenges when performed manually, particularly for bolt connections in steel structures and exterior wall tiles.\r\nThis paper presents an innovative approach that integrates TinyML with climbing robots to enable autonomous, real-time structural defect detection in resource-constrained environments. Two complementary case studies are examined: a magnetic climbing robot using the FOMO (Faster Objects, More Objects) algorithm for visual bolt defect inspection in steel structures, and a vacuum-based climbing robot employing CNN-based acoustic analysis for tile defect detection on building exteriors.\r\nThe magnetic robot achieved 82% accuracy with an inference time of just 86ms while requiring minimal memory resources (0.072MB flash memory, 239.1KB RAM). The vacuum-based robot demonstrated 74.62% accuracy in distinguishing between defective and intact tiles through acoustic signature analysis. Both implementations showcase TinyML's versatility across different sensing modalities and structural inspection domains."},"tags":[],"uri":"https://coscup.org/2026/session/LLDLRE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"LQKJFY","type":113,"room":95,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"中文","speakers":["S3HPPG"],"zh":{"title":"KotlinConf 實地觀察：從技術趨勢到國際開源社群的現場筆記","describe":"你或許聽過、甚至使用過 Kotlin，但未必親身參加過這場屬於 Kotlin 開發者的國際技術盛會。KotlinConf 是全球最大的 Kotlin 實體開發者大會，匯聚來自世界各地的開發者、技術講師與 JetBrains 官方團隊，聚焦於語言演進、核心函式庫、工具鏈優化、跨平台實戰等多元主題。無論是初學者還是資深開發者，都能在現場掌握第一手技術趨勢，感受社群的蓬勃脈動。本場分享將從講者親身參與 KotlinConf 的角度出發，帶你走入會場現場，介紹議程內容、講師陣容、展區設計、開發者交流，以及社群文化等第一線觀察。同時也會分享如何在會中與國際開發者建立連結，並從交流中激發新的靈感。即使無法親臨現場，也能透過這場分享，深入體會國際開源社群的真實樣貌與魅力。"},"en":{"title":"KotlinConf Field Notes: A Deep Dive into Technology, Community, and Open Source Culture","describe":"You may have heard of Kotlin or even used it in your projects, but chances are you haven’t yet experienced the global developer conference dedicated to it. KotlinConf is the largest in-person event for Kotlin developers worldwide, bringing together engineers, technical speakers, and the official JetBrains team from around the globe. The conference focuses on a wide range of topics, including language evolution, core libraries, toolchain improvements, and real-world multiplatform development. Whether you're a beginner or a seasoned developer, KotlinConf offers first-hand access to the latest technical trends and a vibrant, active community. In this talk, I’ll share my personal experience attending KotlinConf—offering a ground-level view of the sessions, speaker lineup, booth designs, developer interactions, and the unique community culture. I’ll also talk about how I connected with international developers at the event and the insights I gained from those conversations. Even if you haven't attended the event in person, this session will give you a vivid look into the real dynamics and charm of the global open source community."},"tags":[],"uri":"https://coscup.org/2026/session/LQKJFY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"LXZLYK","type":113,"room":78,"start":"2025-08-10T12:40:00+08:00","end":"2025-08-10T13:10:00+08:00","language":"英文","speakers":["YLF8PE"],"zh":{"title":"Incremental Migration of a Production React App to Svelte 5: A Practical Guide","describe":"This presentation shares our team's real-world experience migrating a production React application to Svelte 5 incrementally, without disrupting ongoing development. We faced mounting performance issues in our graphic editor and needed a framework with fine-grained reactivity. Rather than a risky complete rewrite, we developed bidirectional integration patterns that allowed React and Svelte components to coexist and communicate.\r\n\r\nI'll demonstrate two key technical approaches: embedding Svelte 5 components within React applications and incorporating existing React components into new SvelteKit routes. Through code examples and performance comparisons, attendees will learn how to implement these patterns in their own projects, evaluate when migration makes business sense, and avoid common pitfalls we encountered.\r\n\r\nThis talk is ideal for frontend developers and technical leaders considering framework migrations but concerned about the risks of a complete rewrite. You'll leave with practical strategies for incremental adoption that balance technical improvements with business continuity."},"en":{"title":"Incremental Migration of a Production React App to Svelte 5: A Practical Guide","describe":"This presentation shares our team's real-world experience migrating a production React application to Svelte 5 incrementally, without disrupting ongoing development. We faced mounting performance issues in our graphic editor and needed a framework with fine-grained reactivity. Rather than a risky complete rewrite, we developed bidirectional integration patterns that allowed React and Svelte components to coexist and communicate.\r\n\r\nI'll demonstrate two key technical approaches: embedding Svelte 5 components within React applications and incorporating existing React components into new SvelteKit routes. Through code examples and performance comparisons, attendees will learn how to implement these patterns in their own projects, evaluate when migration makes business sense, and avoid common pitfalls we encountered.\r\n\r\nThis talk is ideal for frontend developers and technical leaders considering framework migrations but concerned about the risks of a complete rewrite. You'll leave with practical strategies for incremental adoption that balance technical improvements with business continuity."},"tags":[],"uri":"https://coscup.org/2026/session/LXZLYK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"M7ZEXW","type":116,"room":80,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["SARZCL"],"zh":{"title":"使用 Spring AI 實作 MCP Server","describe":"介紹如何用 Spring AI 實作 MCP Server。\r\n適合對 LLM 應用與後端整合有興趣的開發者參考。"},"en":{"title":"Implementing MCP Server with Spring AI","describe":"This session describes how I used Spring AI to build a modular conversation server, MCP Server, by connecting to a large language model, which is suitable for developers who are interested in LLM application and backend integration. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/M7ZEXW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MDMME3","type":113,"room":75,"start":"2025-08-09T15:50:00+08:00","end":"2025-08-09T16:20:00+08:00","language":"英語","speakers":["RKGMLX"],"zh":{"title":"Why doesn't Ruby have Boolean class?","describe":"Ruby is a fully object-oriented language. While other OO languages such as Java have a `Boolean` class, Ruby doesn't have it. It doesn't have methods like `to_bool`. So, is it bad for Ruby programmers? No, we feel comfortable without `Boolean` class or `to_bool` method.\r\nThis leads to questions: What is Boolean, what is class and how Ruby designs it? And finally, why doesn't Ruby have Boolean class?\r\nThis talk answers \"Why doesn't Ruby have Boolean class?\" question and explores the world of OOP and language design."},"en":{"title":"Why doesn't Ruby have Boolean class?","describe":"Ruby is a fully object-oriented language. While other OO languages such as Java have a `Boolean` class, Ruby doesn't have it. It doesn't have methods like `to_bool`. So, is it bad for Ruby programmers? No, we feel comfortable without `Boolean` class or `to_bool` method.\r\nThis leads to questions: What is Boolean, what is class and how Ruby designs it? And finally, why doesn't Ruby have Boolean class?\r\nThis talk answers \"Why doesn't Ruby have Boolean class?\" question and explores the world of OOP and language design."},"tags":[],"uri":"https://coscup.org/2026/session/MDMME3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MFYLCR","type":116,"room":88,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"English","speakers":["VPLF3Y"],"zh":{"title":"Wikidata: Wikimedia's knowledge graph in a world of generative AI","describe":"Want to know how Wikidata, arguably the world's largest open knowledge graph for structured data, and one of the most edited Wikimedia projects, plays a role in LLMs? Come to learn more about the Wikidata Embedding Project, and how the open-source ML/AI community can benefit from this endeavor."},"en":{"title":"Wikidata: Wikimedia's knowledge graph in a world of generative AI","describe":"Want to know how Wikidata, arguably the world's largest open knowledge graph for structured data, and one of the most edited Wikimedia projects, plays a role in LLMs? Come to learn more about the Wikidata Embedding Project, and how the open-source ML/AI community can benefit from this endeavor."},"tags":[],"uri":"https://coscup.org/2026/session/MFYLCR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MGU8CG","type":113,"room":92,"start":"2025-08-10T09:30:00+08:00","end":"2025-08-10T10:00:00+08:00","language":"中文","speakers":["L3F7JN"],"zh":{"title":"氛圍式程式開發：從 0 到 1 打造直覺式資料專案","describe":"Andrej Karpathy 於 2025 年初提出的「Vibe Coding」概念，透過自然語言提示 (prompt) 生成程式碼，改變了傳統軟體開發方式。這種方法為開發者提供新的工作模式，運用自然語言描述意圖來協助程式開發，與傳統程式設計技能相輔相成。\r\n\r\n本演講探討 Vibe Coding 在 Wikidata 和 OpenStreetMap 等開放資料的實際專案應用。我們將分析資料專案開發的完整工作流程——從探索性分析、資訊組織與架構到程式碼品質、安全性和維護等相關議題。如何利用 Vibe Coding 重塑資料專案，降低技術門檻，進而擴大社群協作的參與。"},"en":{"title":"Vibe Coding: Building Intuitive Data Projects from Zero to One","describe":"The concept of \"Vibe Coding,\" introduced by Andrej Karpathy in early 2025, uses natural language prompts to generate code, transforming traditional software development approaches. This method offers developers a new working paradigm that utilizes natural language descriptions of intent to assist in program development, complementing traditional programming skills.\r\n\r\nThis presentation explores practical applications of Vibe Coding in open data projects such as Wikidata and OpenStreetMap. We will analyze the complete workflow of data project development—from exploratory analysis and information organization to code quality, security, and maintenance issues. We'll discuss how Vibe Coding can reshape data projects, lower technical barriers, and consequently expand community collaboration and participation."},"tags":[],"uri":"https://coscup.org/2026/session/MGU8CG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MJ7RWE","type":116,"room":79,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T13:30:00+08:00","language":"Mandarin","speakers":["FXYWRK"],"zh":{"title":"一個初學者在 Linux 核心系統休眠與回復的踩坑紀錄：基於 x86-64 之效能瓶頸分析與改進評估","describe":"Linux 系統的休眠 (suspend) 與回復 (resume) 機制是行動裝置電源管理的關鍵，旨在最小化功耗同時保存應用程式狀態。然而，現行機制在特定階段存在顯著效能瓶頸。例如，suspend_enter 階段的檔案系統同步操作常因 I/O 佇列導致數十秒延遲；即便引入非同步處理，prepare 與 complete 階段的循序執行以及 suspend_late 階段的硬體同步等待，仍限制了平行化效益。\r\n\r\n我們將在 Intel Core i7-12700H  x86-64 平台上，運用 Perfetto 與 pm-graph 等追蹤工具，視覺化並量化 I/O 活動、CPU C-state 切換及行程凍結時序。此外，我們將評估 Linux 核心郵件列表 (LKML) 上針對非同步休眠／回復的改進方案 (如 \"PM: sleep: Improvements of async suspend and resume of devices\" patchset on Linux v6.12+)，驗證其實際效益。\r\n\r\n關鍵詞： Linux 核心、電源管理、休眠／回復 (Suspend/Resume)、效能分析、非同步處理、x86-64"},"en":{"title":"Accelerating Linux Suspend/Resume: A Performance Bottleneck Analysis and Improvement Evaluation on x86-64","describe":"The suspend/resume mechanism in the Linux kernel is crucial for power management in mobile devices, aiming to minimize power consumption while preserving application states. However, existing mechanisms exhibit significant performance bottlenecks in specific stages. For instance, filesystem synchronization during the suspend_enter phase often leads to tens of seconds of delay due to I/O queuing. Even with asynchronous processing, the sequential execution of prepare and complete stages, along with hardware synchronization waits in the suspend_late phase, limits parallelization benefits.\r\n\r\nThis project aims to conduct an in-depth analysis of performance bottlenecks within the Linux kernel's suspend/resume flow. We will utilize tracing tools like Perfetto and pm-graph on Intel Core i7-12700H (x86-64) platforms to visualize and quantify I/O activity, CPU C-state transitions, and process freezing timelines. Furthermore, this study will evaluate improvement proposals for asynchronous suspend/resume from the Linux Kernel Mailing List (LKML), such as the \"PM: sleep: Improvements of async suspend and resume of devices\" patchset on Linux v6.12+, verifying their actual benefits on different architectures. Ultimately, based on the analysis and existing research, we hope to explore the potential for further reducing overall suspend/resume time through finer-grained locking or stage overlapping mechanisms and propose concrete improvements.\r\n\r\nKeywords: Linux Kernel, Power Management, Suspend/Resume, Performance Analysis, Asynchronous Processing, Perfetto, x86-64"},"tags":[],"uri":"https://coscup.org/2026/session/MJ7RWE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MK8KSX","type":117,"room":87,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["LEFUDE","TQLEEE","PNL8KT","WVJLCD","REB9UB"],"zh":{"title":"（中英雙語）走入正念:  職場及社群參與身心靈平衡經驗分享","describe":"歡迎參加我們為時3小時沉浸式的正念體驗活動，一同探索以儀式培養內在平靜與自我覺知。活動由John Ho 主持，他將分享他個人和家人正念之旅的感悟。本地的身心靈合作夥伴: Bernice 蔡碧瑜, Newfound Life《怒放生活》創辦人｜個人成長｜健康管理師; Jessie Chang 聊心茶室 (HealYou); Joanna 陳芸緻, 正念減壓 (MBSR) 認證師資;  Stephy 徐一瑄, 美國註冊藝術治療師 (ATR-BC), 紐約州創意藝術治療師 (LCAT); 也將介紹她們台灣正念領域的資源。您將透過與導師及與會者的分組互動，深度的探索最適合您的正面實踐方式。\r\n \r\n本活動將中英雙語進行。\r\n\r\n-----------------\r\n\r\nIn the opening remark, John will share the inspiration for this mindful connection session\r\n\r\nHe will also share a simple wellbeing tool from one of his wellbeing partners to help ground the participants for the rest of the session.\r\n\r\n------------------\r\n\r\nJoanna: 30 min.\r\n\r\n壓力之下的定錨練習 Anchoring Yourself in Times of Stress\r\n\r\n在這30分鐘的引導中，將帶領大家進行一段身體掃描練習，與自己的身體連結，溫柔覺察當下感受。這個練習不僅有助於照顧身心健康，也是一種在壓力時刻中安定自己的方法。當我們將注意力帶回身體，就能找到一個穩定的定錨點，幫助自己在壓力之中保持平靜與穩定。\r\n\r\n------------------\r\n\r\nBernice: 55 min.\r\n\r\n科技人情緒導航術：當人生不再只是解決問題\r\nEmotional Navigation for Tech Professionals：Life Is More Than Problem‑Solving\r\n\r\n每天忙不完的專案、永遠在線的生活，是否讓你越來越疲憊？\r\n即使工作穩定、家庭完整，內心卻總覺得空空的？\r\n你曾經問過自己：「我的人生，還有沒有其他可能？」\r\n這場互動式工作坊，將陪你看懂那些反覆出現的問題，背後其實藏著哪些內在訊號。\r\n你將帶走4個實用心理工具，不談抽象理念，而是一場幫助你轉化壓力、找回穩定與方向的\r\n實戰練習。\r\n\r\nThis interactive workshop invites you to take a closer look at the recurring challenges in your life,\r\nand the deeper signals they might be pointing to.\r\nYou’ll walk away with four practical psychological tools, not abstract theories, but grounded\r\nstrategies to help you transform stress, regain balance, and rediscover your sense of direction\r\n\r\n------------------\r\n\r\nBreak (5 min.)\r\n\r\n------------------\r\n\r\nHealYou Team: 70 min.\r\n\r\nJessie, 聊心茶室CEO\r\n《系統當機中，我決定自己重啟》\r\nHealYou 聊心茶室的創辦人 Jessie Chang（張道芳），曾是科技業裡每天解 bug、交付產品的 PM，也曾是在螢幕前獨自對抗情緒低潮的那個人。\r\n\r\n這一場 30 分鐘的分享，帶你走進 HealYou 的起點：從「我需要幫助」開始的旅程。她沒有離開科技，而是和一群工程師、設計師、心理師，一起打造出一個，讓人可以安心說出「我撐不下去了」的地方。\r\n\r\n不要只是聽，邀請你親自嘗試，邀請來自紐約的藝術治療師 ——Stephy，一起進入 40 分鐘的藝術表達工作創作。不需繪畫要技巧，什麼都不用準 ——我們會引導你，讓手比語言更早說出心事。\r\n\r\nSystem Crash. I Chose to Reboot.\r\nJessie Chang, founder of HealYou, was once a product manager debugging systems by day—and quietly battling depression by night.\r\n\r\nIn this 30-minute talk, she shares the story behind HealYou: a mental health platform built not out of ambition, but necessity. Instead of leaving tech, Jessie joined forces with engineers, designers, and therapists to create a space where people could finally say, “I’m not okay”—and be heard.\r\n\r\nBut this isn’t just a story to listen to.\r\nWe’re inviting you to feel it, too.\r\n\r\nJoin Stephy, an art therapist from New York, for a 40-minute guided creative session. No drawing skills needed. No preparation required. Just your presence—and your willingness to let your hands speak what words often can’t.\r\n\r\nStephy\r\n《內在 debug：用藝術掃描你的情緒 bug》\r\nInner Debugging: Managing Stress through Art and Mindfulness\r\n\r\n在科技高速發展的時代，我們習慣debug系統、優化效能，卻常忽略內在情緒系統也會悄悄累積「隱性bug」。\r\n本場藝術表達體驗工作坊，將結合正念練習與創意圖像表達，引導參與者掃描自己的情緒狀態與壓力來源，透過簡單的筆與紙創作，釋放緊繃、重新連結身體與心靈，練習放下過度控制的需求。你將學習如何透過「非語言」的方式養成正念習慣，並帶走可以日常實踐的自我照顧工具。\r\n\r\nIn today’s fast-paced world of technology, we’re used to debugging systems and optimizing performance, but emotional stress can silently build up, like hidden bugs in our internal operating systems.\r\nThis interactive art wellness session combines mindfulness with creative expression to help participants scan their emotional state, identify stress triggers, and release tension, using nothing more than pen and paper. You'll explore how to shift out of “over-control mode” and cultivate self-awareness through symbolic art-making.\r\n\r\n------------------\r\n\r\nClosing Remarks + Q&A:  10 min.\r\n\r\nJohn will do a quick recap and open up for Q&A with all the presenters."},"en":{"title":"Mindful Connections: A Journey Through Rituals, Stories & Local Wisdom and","describe":"Join us for an immersive 3-hour mindfulness experience where we’ll explore the power of ritual in cultivating inner calm and self-awareness. Host John Ho will share insights from his personal and family mindfulness journeys. Local wellness partners: Bernice 蔡碧瑜, Newfound Life《怒放生活》創辦人｜個人成長｜健康管理師; Jessie Chang 聊心茶室 (HealYou); Joanna 陳芸緻, 正念減壓 (MBSR) 認證師資;  Stephy 徐一瑄, 美國註冊藝術治療師 (ATR-BC), 紐約州創意藝術治療師 (LCAT) will also introduce their resources unique to Taiwan’s mindfulness scene. Through engaging breakout sessions, you’ll have the opportunity to connect deeply with facilitators and fellow participants to discover practices that resonate with you."},"tags":[],"uri":"https://coscup.org/2026/session/MK8KSX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MK9KSX","type":97,"room":85,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"中文","speakers":["B7B7ZY"],"zh":{"title":"從 0 成為 Apache Airflow Committer","describe":"從未接觸 Data Engineering 的小白 / 資工系大三的學生，如何在 5 個月，以 70+ PR，300 小時的貢獻成為 Apache Airflow Committer。\r\n\r\nApache Airflow 是 Data Engineering 領域最大的開源工具之一，目前在 GitHub 有 39.3k stars。\r\n以輕鬆的角度介紹如何實際投入開源專案，實際開始的心路歷程，還有一些需要注意的眉眉角角。\r\n順便推坑大家一起來寫 Apache Airflow！"},"en":{"title":"Becoming an Apache Airflow Committer from 0","describe":"How a Complete Beginner in Data Engineering / Junior Computer Science Student Became an Apache Airflow Committer in Just 5 Months—With 70+ PRs and 300 Hours of Contributions\r\n\r\nThis talk is aimed at those who are still hesitant about contributing to Apache Airflow. I hope to inspire and encourage anyone to take the first step and start their journey in open-source—let's build together!"},"tags":[],"uri":"https://coscup.org/2026/session/MK9KSX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MKJHK7","type":97,"room":94,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:30:00+08:00","language":"其他","speakers":["HYFL8V"],"zh":{"title":"Turning Spare Mini PCs into an Incus Cluster","describe":"Mini PCs naturally multiply.\r\n \r\nTo stay out of the doghouse for your ever-growing collection, let's turn these assorted mini PCs into an Incus Cluster!\r\n \r\n[Incus](https://linuxcontainers.org/incus/introduction/) is a Linux-based hypervisor for containers and VMs -- think of it like a lighter, funnier cousin of ESXi or Proxmox VE.\r\n \r\nBy clustering spare mini PCs with Incus on your favorite Linux distribution, you can host anything from a robust home lab to redundant home automation, streaming servers, your own personal or family cloud, and much more. No more guilt trips -- now you have perfectly valid reasons to collect even more tiny computers. This session will walk you through the key steps to create your own Incus Cluster, from basic setup to advanced clustering techniques.\r\n\r\n(Note: Electricity bills -- and excuses to your family -- are your responsibility.)"},"en":{"title":"Turning Spare Mini PCs into an Incus Cluster","describe":"Mini PCs naturally multiply.\r\n \r\nTo stay out of the doghouse for your ever-growing collection, let's turn these assorted mini PCs into an Incus Cluster!\r\n \r\n[Incus](https://linuxcontainers.org/incus/introduction/) is a Linux-based hypervisor for containers and VMs -- think of it like a lighter, funnier cousin of ESXi or Proxmox VE.\r\n \r\nBy clustering spare mini PCs with Incus on your favorite Linux distribution, you can host anything from a robust home lab to redundant home automation, streaming servers, your own personal or family cloud, and much more. No more guilt trips -- now you have perfectly valid reasons to collect even more tiny computers. This session will walk you through the key steps to create your own Incus Cluster, from basic setup to advanced clustering techniques.\r\n\r\n(Note: Electricity bills -- and excuses to your family -- are your responsibility.)"},"tags":[],"uri":"https://coscup.org/2026/session/MKJHK7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MQTNSZ","type":117,"room":81,"start":"2025-08-10T15:00:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"BoF DAY2 Slot6","describe":"預約你的 BoF 時間（每場次一小時），讓這個周末成為你與朋友們的技術樂園。記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"BoF DAY2 Slot6","describe":"Book a BoF session for an hour and enjoy the weekend with friends. Please review the guidelines and sign up using the following link: \r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/MQTNSZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MRCZHU","type":113,"room":73,"start":"2025-08-10T10:50:00+08:00","end":"2025-08-10T11:20:00+08:00","language":"中文","speakers":["KRN3BV"],"zh":{"title":"新手 AI 實驗：基於開源資源做 AI 的實踐","describe":"作為一名計算機背景的研究生，我的研究起點並非人工智慧或醫學影像分割。面對深度學習與模型訓練的複雜流程，初期我經常陷入對技術門檻的焦慮與迷惘。然而，開源社群與工具的存在，讓我有機會一步一步地從零開始，實作並建立自己的 AI 研究專案。\r\n\r\n本次分享將從一位非 AI 專業新手的視角出發，介紹我如何運用公開醫學數據集、PyTorch 框架、GitHub 上的開源模型（如 Vision Mamba UNet），搭建出一個適合科研實驗的醫療影像分割方案。整個過程中，我透過反覆閱讀文件、參考他人開源程式碼、加入討論社群，逐步累積實作經驗，也學會如何在資源有限的情況下完成一個科研任務。\r\n\r\n聚焦於「如何從開源入門 AI」、「開發過程中遇到的挫折與收穫」、「新手常見的誤區與解法」等實際經驗。希望這段歷程能鼓勵更多對 AI 有興趣、但尚未踏出第一步的學生與開發者：你不需要面對從零打造一切的茫然，只要學會善用開源資源，就能走得遠、走得穩。"},"en":{"title":"Beginner AI Experiments: Practicing AI with Open-Source Resources","describe":"As a graduate student with a background in computer science, my journey did not begin with artificial intelligence or medical image segmentation. Initially, I often felt overwhelmed and anxious about the steep technical barriers posed by deep learning and model training. However, thanks to the open-source community and the wealth of available tools, I had the opportunity to start from scratch and gradually build my own AI research project.\r\n\r\nIn this talk, I will share my journey from the perspective of a newcomer without a formal background in AI. I will explain how I leveraged public medical datasets, the PyTorch framework, and open-source models on GitHub—such as Vision Mamba UNet—to develop a practical, research-ready medical image segmentation system. By reading documentation, studying open-source code, and participating in developer communities, I gained valuable hands-on experience and learned how to complete a research project even with limited resources.\r\n\r\nThis session focuses on real-world insights such as “how to get started with AI through open-source,” “the challenges and lessons learned from building my first project,” and “common mistakes beginners should avoid.” I hope my experience will encourage more students and developers who are curious about AI but have not yet taken the first step: you do not need to build everything from scratch. By making the most of open-source resources, you can go farther—and do so with greater confidence—on your AI journey."},"tags":[],"uri":"https://coscup.org/2026/session/MRCZHU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"MRZYJF","type":113,"room":78,"start":"2025-08-09T14:10:00+08:00","end":"2025-08-09T14:40:00+08:00","language":"Mandarin","speakers":["QNNRF9"],"zh":{"title":"使用 Golang 開發 Linux Scheduler！（Develop a Linux Scheduler using Golang!）","describe":"Linux kernel 在 v6.12 開始支援 sched_ext 功能，使開發者能夠透過撰寫 eBPF program 的方式動態的載入客製化的排程器。講者受國外大神開源的「scx_rustland」啟發，將其核心概念使用 golang 重新開發，使 golang 具備開發 Linux 排程器的能力。\r\n在本議程中，講者將分享開發過程與心得，以及介紹 scx_goland 的架構。\r\n---\r\nLinux kernel v6.12 starts to support the sched_ext function, which allows developers to dynamically load customized schedulers by writing eBPF programs. Inspired by the open source \"scx_rustland\" from a foreign master, the speaker redeveloped its core concepts using golang, enabling golang to have the ability to develop Linux schedulers.\r\nIn this session, the speaker will share the development process and experience, and introduce the architecture of scx_goland."},"en":{"title":"Develop a Linux Scheduler using Golang!","describe":"Linux kernel v6.12 starts to support the sched_ext function, which allows developers to dynamically load customized schedulers by writing eBPF programs. Inspired by the open source \"scx_rustland\" from a foreign master, the speaker redeveloped its core concepts using golang, enabling golang to have the ability to develop Linux schedulers.\r\nIn this session, the speaker will share the development process and experience, and introduce the architecture of scx_goland."},"tags":[],"uri":"https://coscup.org/2026/session/MRZYJF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"N7APZU","type":116,"room":86,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["Y7RQNN"],"zh":{"title":"Why does ExpressVPN switch from C to Rust for Lightway’s code? (從 C 到 Rust：為何 ExpressVPN 重寫 Lightway VPN 協定)","describe":"We built Lightway from scratch in a quest to offer a VPN protocol that serves the needs of VPN users in a modern, mobile world—one that’s fast, secure, and reliable. Since launching Lightway five years ago, we’ve had it open-sourced and audited, as well as implementing key upgrades. We have just rolled out a new version of Lightway to users—one that sees our pioneering VPN protocol rewritten in Rust programming language. For this technical talk, we wanted to take a moment to discuss some of the more technical reasons behind the changes we’ve made and dive into the benefits of Rust over C, the language we originally used for Lightway code.\r\n\r\n在行動網路需求日益提升的今天，我們自行開發了 Lightway──一款專為滿足用戶多樣需求、具備高效能、安全性與穩定性的 VPN 協定，能靈活應對多變的網路環境。自五年前首次推出以來，Lightway 一直以開源模式開發，並定期進行安全審查與功能更新，持續提升效能與穩定性。近期，我們完成了一項重要的技術重構：將原本以 C 語言開發的 Lightway 核心，全面以 Rust 重寫。\r\n在這次技術分享中，我們將深入探討變更背後的技術原因，並進一步分析以 Rust 開發所帶來的優勢與效益。"},"en":{"title":"Why does ExpressVPN switch from C to Rust for Lightway’s code? (從 C 到 Rust：為何 ExpressVPN 重寫 Lightway VPN 協定)","describe":"We built Lightway from scratch in a quest to offer a VPN protocol that serves the needs of VPN users in a modern, mobile world—one that’s fast, secure, and reliable. Since launching Lightway five years ago, we’ve had it open-sourced and audited, as well as implementing key upgrades. We have just rolled out a new version of Lightway to users—one that sees our pioneering VPN protocol rewritten in Rust programming language. For this technical talk, we wanted to take a moment to discuss some of the more technical reasons behind the changes we’ve made and dive into the benefits of Rust over C, the language we originally used for Lightway code.\r\n\r\n在行動網路需求日益提升的今天，我們自行開發了 Lightway──一款專為滿足用戶多樣需求、具備高效能、安全性與穩定性的 VPN 協定，能靈活應對多變的網路環境。自五年前首次推出以來，Lightway 一直以開源模式開發，並定期進行安全審查與功能更新，持續提升效能與穩定性。近期，我們完成了一項重要的技術重構：將原本以 C 語言開發的 Lightway 核心，全面以 Rust 重寫。\r\n在這次技術分享中，我們將深入探討變更背後的技術原因，並進一步分析以 Rust 開發所帶來的優勢與效益。"},"tags":[],"uri":"https://coscup.org/2026/session/N7APZU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"N9NNDY","type":113,"room":86,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"中文","speakers":["Y7LFZB"],"zh":{"title":"開源軟體要如何賺錢","describe":"開源軟體通常讓我們想到理想與自由，然而，對於營利公司而言，生存和發展是更重要的目標。另一方面，如果開源軟體有營利公司在背後支持，往往能獲得更穩定的資源，實現永續發展。本次分享會基於講者在 ZettaScale 服務的經驗，探討開源模式如何帶來獨特優勢，以及在堅守開源精神的同時，開源軟體公司可以如何透過專業服務、安全認證等策略，找到營利的道路。透過分享實際案例，希望能對開源商業化感興趣的聽眾帶來啟發。"},"en":{"title":"How to Monetize Open Source Software","describe":"Open source software often evokes the ideals of freedom and collaboration. However, for for-profit companies, survival and growth are paramount objectives. Conversely, when a profitable company backs open source software, it can often secure more stable resources and achieve sustainable development. This session will draw upon the speaker's experience at ZettaScale to explore the unique advantages of the open source model and how open source software companies can find profitable paths through strategies such as professional services and safety certifications. By sharing real-world examples, this presentation aims to inspire attendees interested in the commercialization of open source."},"tags":[],"uri":"https://coscup.org/2026/session/N9NNDY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NAFHDS","type":113,"room":92,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":["DHWKZY"],"zh":{"title":"淡江大學OpenStreetMap × Wikidata社群經驗談","describe":"本議程將介紹淡江大學OpenStreetMap × Wikidata社群的現況與困難，並針對部份技術內容講解操作過程，期望引領更多人投入淡江大學與其他學校的開放文化發展。"},"en":{"title":"The Experience of Tamkang University OpenStreetMap × Wikidata Community","describe":"This session will focus on the current progress and difficulties of Tamkang University OpenStreetMap × Wikidata Community, with instructions to the technical details. We hope this session can lead more people join the open culture development of Tamkang University and other schools."},"tags":[],"uri":"https://coscup.org/2026/session/NAFHDS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NNS9LX","type":116,"room":73,"start":"2025-08-09T13:20:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"中文","speakers":["R8LHEE"],"zh":{"title":"開源的十字路口：GenAI 時代的開放、分歧與協作的未來","describe":"2023 年 11 月起，我在中國 AI 大模型公司零一萬物（01.AI）負責 Yi 系列模型的開源及開發者生態工作，親身體驗了 AI 技術日新月異的熱浪，也直面了「抄襲套殼」的爭議。這段經歷讓我們深刻反思：在 GenAI 時代，「開放」的真正意義是什麼？單純開放模型權重，與傳統開源軟體開放原始碼，兩者在精神與實踐上有何本質不同？\r\n\r\n本次演講將以這段親身經歷為起點，帶領大家回顧開源軟體的發展史。我們會發現，今日 GenAI 的發展軌跡與過去驚人地相似：從昂貴的算力、學術圈主導的生態，到商業公司的崛起與閉源、開源路線之爭（一如當年的 Microsoft vs. Linux，今日的 OpenAI vs. Llama/DeepSeek）。\r\n\r\n然而，歷史並非簡單的重複。當年 PC 和 internet 的普及促成了開源軟體的繁榮，但僅僅降低算力成本，就能催生開源 AI 的黃金時代嗎？我們將探討 GenAI 才有的「數據」難題。\r\n\r\n此外，為何 n8n、Dify.ai 等專案採用的「Fair Code」這類非 OSI 批准的授權條款，正挑戰著我們對開源的傳統定義，這究竟是歷史的倒退，還是必然的演化？\r\n\r\n最後，我也想討論一個最根本的問題：在 AI 本身就能寫 code 的今天，以人類協作為基礎的開源社群將何去何從？這會是開源精神的黃昏，還是我們共同演化、人機協作新篇章的黎明？\r\n\r\n這場演講不僅是對過去的回望與對比，更是一場邀請所有開源人共同參與的思辨，探討在 GenAI 這個新時代，我們如何定義「開放」，並找到共創共治的道路。"},"en":{"title":"The Crossroads of Open Source: Openness, Divergence, and the Future of Collaboration in the GenAI Era","describe":"Since November 2023, I have been working at 01.AI, a Chinese AI large model company, where I am responsible for the open-source efforts and developer ecosystem of the Yi series models. During this time, I experienced firsthand the rapid surge of AI innovation and confronted the controversies surrounding “copying and repackaging.” This experience led us to deeply reflect: What does “openness” truly mean in the GenAI era? Is simply releasing model weights equivalent to the open-source ethos of sharing source code? How are they fundamentally different in spirit and practice?\r\n\r\nThis talk will use my journey as a starting point to revisit the history of open-source software. We will discover that today’s GenAI evolution strikingly mirrors the past: from the dominance of academia and the high cost of computing, to the rise of commercial companies, and the fierce debate between closed and open approaches, much like Microsoft vs. Linux in the past, and OpenAI vs. Llama/DeepSeek today.\r\n\r\nHowever, history does not simply repeat itself. The proliferation of PCs and the internet fueled the open-source boom back then, but will lowering the cost of computing alone usher in a golden age for open-source AI? We will examine a unique challenge in GenAI: the data problem.\r\n\r\nFurthermore, why are projects like n8n and Dify.ai adopting licenses such as Fair Code, which are not OSI-approved, and how do these challenge our traditional understanding of open source? Is this a regression in history, or an inevitable evolution?\r\n\r\nFinally, I want to address a fundamental question: In an era where AI can write code, what is the future of human-collaboration-based open-source communities? Are we witnessing the dusk of the open-source spirit, or the dawn of a new chapter of co-evolution and human-AI collaboration?\r\n\r\nThis talk is not only a retrospective and a comparison with the past but also an open invitation to all open-source advocates to engage in a shared reflection: How do we define “openness” in the age of GenAI, and how can we find a path toward co-creation and co-governance?"},"tags":[],"uri":"https://coscup.org/2026/session/NNS9LX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NQ7HXX","type":116,"room":82,"start":"2025-08-10T15:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["88NGQB"],"zh":{"title":"462666","describe":"ERC-4626 是目前 DeFi 協議中最被廣泛使用的標準，為 DeFi 領域提供了統一的介面與良好的會計模型。本議程將探討實際的應用案例、介紹多個與 ERC-4626 相關的進階提案也從安全性角度探討在實作與使用 ERC-4626 系列標準時需要注意的風險與防範措施。"},"en":{"title":"462666","describe":"ERC-4626 是目前 DeFi 協議中最被廣泛使用的標準，為 DeFi 領域提供了統一的介面與良好的會計模型。本議程將探討實際的應用案例、介紹多個與 ERC-4626 相關的進階提案也從安全性角度探討在實作與使用 ERC-4626 系列標準時需要注意的風險與防範措施。"},"tags":[],"uri":"https://coscup.org/2026/session/NQ7HXX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NSFCP3","type":117,"room":83,"start":"2025-08-09T11:30:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"中文","speakers":[],"zh":{"title":"世界咖啡館：在資安圈，難道就沒有 open source 的立足之地？！","describe":"# 在資安圈，開源軟體的立足之地在哪裡？\r\n\r\n## 活動目標\r\n\r\n* 激發與會者積極參與討論，共同探索開源軟體在資安領域的可能性\r\n* 倡議並探討開源軟體在資安領域的發展潛力與改善方向\r\n\r\n## 進行方式\r\n\r\n* 採用世界咖啡館（World Café）形式，分成 4-5 個討論桌\r\n* 每桌設有固定桌長負責引導討論並記錄重點\r\n* 參與者每 10-15 分鐘輪換桌次，進行三輪討論\r\n* 每輪討論搭配不同但相關聯的主題，層層深入探討\r\n* 最後一輪結束後，各桌進行成果分享與總結\r\n\r\n## 討論主題（暫定）\r\n\r\n* 在哪些資安場域會用到開源軟體\r\n* 開源軟體會遇到的困難點\r\n* 想要開源軟體怎樣在資安上幫助他們\r\n* 開源軟體的資安問題\r\n* 如何改善開源軟體生態系，讓開源軟體可用於更多資安場域"},"en":{"title":"World Cafe: In the information security circle, is there no place for open source?","describe":"# Where is the place for open source software in the information security community?\r\n\r\n## Program Objectives\r\n\r\n* Stimulate participants to actively participate in the discussion and explore the possibilities of open source software in the information security field.\r\n* To advocate and explore the development potential and improvement direction of open source software in the information security field.\r\n\r\n## How to conduct the event\r\n\r\n* World Café format, divided into 4-5 discussion tables.\r\n* Each table will have a fixed table leader to lead the discussion and record the key points.\r\n* Participants rotate between tables every 10-15 minutes for three rounds of discussion.\r\n* Each round of discussion is organized into different but related topics, with each round going deeper and deeper into the topic.\r\n* After the last round, each table will share and summarize the results.\r\n\r\n## Discussion Topics (Tentative)\r\n\r\n* What are the security scenarios where open source software is used?\r\n* Difficulties with open source software\r\n* How do you want open source software to help them with security?\r\n* How to improve the open source software ecosystem?\r\n* How to improve the open source ecosystem so that open source software can be used in more security domains. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/NSFCP3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NWZDP3","type":113,"room":71,"start":"2025-08-09T15:00:00+08:00","end":"2025-08-09T15:20:00+08:00","language":"英文","speakers":["UGFXVA"],"zh":{"title":"運用 Odoo 平台和敏捷開發推動企業減碳與永續發展策略","describe":"隨著全球 ESG（環境、社會、公司治理）議題日益受到重視，不論大小規模的企業都面臨不同程度從碳盤查、環境管理到永續報告的挑戰。本場演講將分享元植管理顧問公司持續推動將Odoo 導入ESG的實務案例。說明如何運用 Odoo 系統，打造一套完整且可視化的碳盤查與環境管理平台。透過實務企業案例展示，我們將說明如何結合 Odoo 模組實現數據即時蒐集、分析與報告，協助企業達到碳排放計算和符合ESG 法規要求，並推動永續轉型。演講內容同時涵蓋系統設計架構、導入策略與實際效益，吸引有意利用 Odoo 進行 ESG 數位轉型的企業與開發者參考。\r\n\r\n本議程另外將說明如何透過敏捷開發模式搭配開源軟體Odoo系統，達到更回應客戶需求但兼具彈性化的專案管理模式。講者本人(Wei-chung Lin林瑋鍾)為社團法人中華歐度研究會創會常務監事及現任監事。過去曾參與多次國內外的論壇發表和講師授課，包含在印尼舉辦的管理會計師國際線上年會，分享有關如何使用Odoo系統和ESG轉型的關鍵成功因素。以及在中山大學資訊管理研究所、政治大學商學院、輔仁大學會計研究所專題分享Odoo與永續轉型。並且為2023-2024兩年度全球CSM全球頂尖敏捷CEO大獎得主。"},"en":{"title":"Leveraging the Odoo Platform to Drive Corporate Decarbonization and Sustainable Development Strategies","describe":"As a global issue, ESG (Environmental, Social, and Governance) receives increasing attention, and companies of all sizes are facing challenges ranging from carbon inventory and environmental management to sustainability reporting. In this session, we will share practical cases from Yuanchih Consulting Ltd., where we have continuously promoted the integration of Odoo into ESG practices in Taiwan. We will explain how to leverage the Odoo system to build a comprehensive and visualized platform for carbon inventory and environmental management. Through real-world enterprise case studies, we will demonstrate how to integrate Odoo modules to achieve real-time data collection, analysis, and reporting, helping companies calculate carbon emissions, comply with ESG regulations, and drive sustainable transformation. The presentation will also cover system architecture design, implementation strategies, and actual benefits, providing valuable insights for enterprises and developers interested in using Odoo for ESG digital transformation."},"tags":[],"uri":"https://coscup.org/2026/session/NWZDP3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NX9TBV","type":116,"room":78,"start":"2025-08-10T14:40:00+08:00","end":"2025-08-10T15:10:00+08:00","language":"中文","speakers":["UYQJHU"],"zh":{"title":"AI 不是重做，是加值：用 CopilotKit 為現有前端專案注入 AI 助力","describe":"隨著生成式 AI 的快速發展，開發者開始思考如何將 AI 技術融入既有的產品與使用者介面中。但並非每個應用都要從頭開始打造，尤其是已經採用 Vue、React 等現代前端框架的專案，實際上可以透過 CopilotKit 等工具，在保有現有架構的基礎上，快速整合 AI 助理功能，提升使用者互動與生產力體驗。\r\n\r\n本議程將介紹如何在既有的前端應用中整合 CopilotKit，打造自然語言互動、AI 操作指令等功能，並探討實作中會遇到的設計考量、技術限制與使用者經驗優化方向。無論你是 AI 新手還是正在尋找擴充既有產品的新方法，這場分享都將提供你實用的思路與工具。"},"en":{"title":"AI isn't a redo, it's an add-on: Empowering existing front-end projects with AI with CopilotKit","describe":"With the rapid development of generative AI, developers are starting to think about how to integrate AI technology into existing products and user interfaces. However, not every application has to be built from scratch. Especially for projects that have already adopted modern front-end frameworks such as Vue and React, it is actually possible to use tools such as CopilotKit to quickly integrate AI assistant functionality on the basis of the existing architecture, enhancing user interaction and productivity.\r\n\r\nIn this session, we will introduce how to integrate CopilotKit into existing front-end applications to create natural language interactions, AI operation commands, and other features, and discuss the design considerations, technical limitations, and user experience optimization directions that will be encountered in practice. Whether you are new to AI or looking for new ways to expand your existing products, this session will provide you with practical ideas and tools. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/NX9TBV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NXBEYA","type":113,"room":77,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"中文","speakers":["DNDPW3"],"zh":{"title":"管你要 trace 什麼、bpftrace 用下去就對了","describe":"身為 DevOps/SRE/Sysadmin，當你半夜被系統問題叫醒、翻遍 log 還是看不出所以然、試著重開 service 也沒用、心中那句「X！這到底是出了什麼問題？」冒出來後，下一步該怎麼辦？  \r\n\r\n這時候，[bpftrace](https://github.com/bpftrace/bpftrace/) 這個建立在強大 [eBPF](https://ebpf.io/what-is-ebpf/) 技術之上的 Linux tracing 工具就很適合派上用場 。你可以把它想像成是 `strace`、`tcpdump` 或 `iotop` 的強化版，它能即時且輕量化地觀察系統各個層面的行為（從 kernel 到 application），深入了解問題發生的當下系統到底在忙什麼 。不管是想追蹤特定 syscall 的延遲分佈、觀察磁碟 I/O 的狀況 ，或是看哪些 TCP 連線有問題，bpftrace 都能用簡潔的語法幫你快速切入問題核心。"},"en":{"title":"Whatever it is that you want to trace, bpftrace can do it all","describe":"As a DevOps/SRE/Sysadmin, have you ever been woken up by system issues in the middle of the night, and after combing through logs, still can't see the root cause, and neither does restarting the service doesn't help. You're left thinking, \"What on earth is actually wrong?!\" What's your next step then?\r\n\r\nThis is where bpftrace, a Linux tracing tool built upon the powerful eBPF technology, comes in handy. It can be viewed as a more powerful version of tools like strace, tcpdump, or iotop. It allows you to observe behavior across all components of the system (from kernel to applications) in real-time and with low overhead, helping you gain deep insights into exactly what the system is doing when problems occur. Whether you need to trace the latency distribution of specific syscalls, observe disk I/O activity, or what TCP connections are undergoing problem, bpftrace enables you to quickly get to the core of the issue using its concise syntax, all with minimal impact on system performance."},"tags":[],"uri":"https://coscup.org/2026/session/NXBEYA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"NZJWE3","type":113,"room":89,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"英文","speakers":["MGJEN7"],"zh":{"title":"Tiny Tapeout Updates in 2025","describe":"- What is Tiny Tapeout \r\n- A quick demonstration\r\n- Some of the best projects\r\n- An update on where we are at the moment\r\n- Agreements with IHP, SwissChip, ChipFoundry\r\n- Letters of support from Synopsys and IEEE\r\n- Work starting on GF180\r\n- Our current RISC-V competition\r\n- Our plans for the future, including:\r\n    * Tiny Tapeout in Space\r\n    * Official FPGA board\r\n    * Workshops\r\n- Come to ORConf in Spain, this September 12th to 14th !"},"en":{"title":"Tiny Tapeout Updates in 2025","describe":"- What is Tiny Tapeout \r\n- A quick demonstration\r\n- Some of the best projects\r\n- An update on where we are at the moment\r\n- Agreements with IHP, SwissChip, ChipFoundry\r\n- Letters of support from Synopsys and IEEE\r\n- Work starting on GF180\r\n- Our current RISC-V competition\r\n- Our plans for the future, including:\r\n    * Tiny Tapeout in Space\r\n    * Official FPGA board\r\n    * Workshops\r\n- Come to ORConf in Spain, this September 12th to 14th !"},"tags":[],"uri":"https://coscup.org/2026/session/NZJWE3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"P8UWJR","type":113,"room":76,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:30:00+08:00","language":"中文","speakers":["UYHLGR"],"zh":{"title":"林博仁的台灣中文內容翻譯指引","describe":"本議程將介紹敝人將其他語言內容翻譯為台灣中文的一些原則。  \r\n\r\n內容涵蓋以下重點：\r\n\r\n- 翻譯應針對的目標受眾(target audience)\r\n- 何謂「盤古之白」，以及正確的套用方式\r\n- 使用中式標點符號的情境以及一些眉角\r\n- 如何翻譯複合文句\r\n- 介紹嚴復提出的「信達雅」翻譯理論，並闡述敝人對「信」、「達」、「雅」的理解與重視程度差異\r\n- 如何正確地看待既有翻譯\r\n- 如何善用大語言模型(LLM)輔助翻譯工作\r\n\r\n希望本次演講能幫助對台灣中文在地化有興趣的朋友增加自己翻譯成果的品質。"},"en":{"title":"Buo-ren Lin's Taiwanese Chinese localization principles","describe":"This session will introduce some principles I use when translating content from other languages into Taiwanese Mandarin.\r\n\r\nThe content will cover the following key points:\r\n\r\n* The target audience for translations\r\n* What \"Pangu spacing\" is and how to apply it correctly\r\n* The context for using traditional Chinese punctuation and related nuances\r\n* How to translate complex sentences\r\n* An introduction to the \"信 (xìn), 達 (dá), 雅 (yǎ)\" translation theory proposed by Yan Fu, and an explanation of my personal understanding and differing emphasis on \"信,\" \"達,\" and \"雅\"\r\n* How to correctly approach existing translations\r\n\r\nIt is hoped that this presentation can help friends interested in Taiwanese Mandarin localization improve the quality of their translation work."},"tags":[],"uri":"https://coscup.org/2026/session/P8UWJR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"PBXD9V","type":113,"room":95,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:30:00+08:00","language":"中文","speakers":["ZFW33N"],"zh":{"title":"FOSDEM 第二次投稿才上手暨原來國外也有在 OCF 週邊 Fringe 參與小故事","describe":"今年度 OCF 不像往年出動一大團人的與會，感謝 COSCUP 的同行夥伴一同維護運作著共同的攤位。做為第三年臺灣社群的集體出訪，我設定了「一定要投稿投到」加上「我要認真參與 Fringe」的與會策略。在這場演講中，我將分享在投稿 FOSDEM 時應當要做的準備，及建議先備好的投稿參考資料。同時這次投稿了三個 Devroom （教育、社群經營及閃電秀），最後上了兩個，也會同時分享這其中與這兩軌社群對話、合作、與會現場他們社群接待講者的經驗。另外同場加映這次會期間參與了三個 Fringe ，包含了 Open Compliance 工作坊、CHAOSS Con 及 Open Collective 基金會的串聯活動，在這議程中也會同時分享這三者的參與的小故事、需要有的事先準備，及學到、聽到及看到好玩的國外社群活動的玩法。 Open Compliance 工作坊中建立了開發者與使用者間「對話」的方式，同怎樣同時秀出每ㄧ個工作的 capacity 同時，也展現出其與使用者間的對話；CHAOSS Con 中有著怎樣一同讓開源社群更好的對話；而 Open Collective 正式結束了國外的 OCF 轉以「社會企業」模式服務國際的社群，他們正在開源社群網絡投注哪些新的基礎設施？同時社群間又怎看呢？"},"en":{"title":"Getting Through the FOSDEM Submissions and Fringe Encounters: Tales from Taiwan’s OCF 3rd Journey","describe":"Unlike previous years when a larger OCF team attended FOSDEM, this year saw a more focused delegation. Thanks to the COSCUP community partners who helped co-manage the booth, this marks the third consecutive year of collective presence from the Taiwanese open source community. With a personal mission to “get accepted no matter what” and “fully engage in the fringe scene,” I submitted to three devrooms (Education, Community, and Lightning Talks)—ultimately being selected for two.\r\n\r\nThis talk will share practical tips on preparing for FOSDEM submissions, including reference materials and strategies that worked. I’ll also share insights from collaborating with the devroom communities, my experience being hosted as a speaker, and cultural takeaways from the sessions.\r\n\r\nAs a bonus, I’ll highlight stories from participating in three fringe events: the Open Compliance Workshop, CHAOSSCon, and Open Collective Foundation’s community gathering. From building meaningful developer–user dialogue, to exploring how open source communities can better measure impact and sustainability, to witnessing the transition of Open Collective from a nonprofit to a social enterprise model—this session will explore the tools, ideas, and surprises you might want to bring back to your own community."},"tags":[],"uri":"https://coscup.org/2026/session/PBXD9V","co_write":null,"qa":null,"slide":null,"record":null},{"id":"PJEMWT","type":113,"room":78,"start":"2025-08-09T13:10:00+08:00","end":"2025-08-09T13:40:00+08:00","language":"中文","speakers":["VPEJ3S"],"zh":{"title":"解構Model Context Protocol(MCP) - 使用開源專案玩轉你的AI助手","describe":"2025 年初最火紅的，就是MCP(Model Context Protocol)了。透過MCP可以簡單讓AI賦能我們自己的服務，且無須任何訓練AI模型!\r\n本議程透過結合各個開源專案，輕鬆打造屬於自己的AI助手，且能理解MCP的優勢與自由度。\r\n- MCP 簡介與機制\r\n- 自造AI 本地小幫手\r\n- MCP 風險與趨勢"},"en":{"title":"Deconstructing Model Context Protocol (MCP) - Playing with your AI assistant using open source projects","describe":"The hottest thing in early 2025 is MCP (Model Context Protocol). With MCP, we can simply empower our own services with AI, without any training of AI models!\r\nBy combining various open source projects, we can easily build our own AI assistant and understand the advantages and freedom of MCP.\r\n- MCP Introduction and Mechanism\r\n- Build Your Own AI Local Helper\r\n- MCP Risks and Trends (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/PJEMWT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"PPU8AP","type":113,"room":92,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T14:30:00+08:00","language":"英語","speakers":["QP7KLA"],"zh":{"title":"Behind the Scenes of weeklyOSM: How We Share OSM News Every Week","describe":"The weeklyOSM is a volunteer-run newsletter that shares what’s happening in the OpenStreetMap (OSM) world — every single week. Since October 2014, it has been published in multiple languages, and by 2025, we’ve reached over 770 issues. It’s made possible by a global group of contributors, including dedicated members of the Taiwanese OSM community.\r\n\r\nIn this talk, we’ll give you a peek behind the curtain and show how each issue comes together. We’ll walk through how we collect news from OSM diaries, blogs, and community channels using a tool called OSMBC. Then we’ll explain how articles are written in English, reviewed for accuracy, and translated into different languages before being published. All of this happens thanks to a team of volunteers, working across time zones and languages.\r\n\r\nWe’ll also share how local communities like Taiwan help make weeklyOSM better — both by translating content and by making sure local news gets into the global conversation.\r\n\r\nOf course, we’ll talk about some of the challenges too: keeping up weekly momentum, finding new contributors, and making sure the content stays relevant for both new mappers and long-time contributors.\r\n\r\nIf you’re curious about how weeklyOSM works, or if you’ve ever thought about contributing, come join us! We hope to spark ideas for how communities can work together to share news, knowledge, and updates — and keep the OSM world connected."},"en":{"title":"Behind the Scenes of weeklyOSM: How We Share OSM News Every Week","describe":"The weeklyOSM is a volunteer-run newsletter that shares what’s happening in the OpenStreetMap (OSM) world — every single week. Since October 2014, it has been published in multiple languages, and by 2025, we’ve reached over 770 issues. It’s made possible by a global group of contributors, including dedicated members of the Taiwanese OSM community.\r\n\r\nIn this talk, we’ll give you a peek behind the curtain and show how each issue comes together. We’ll walk through how we collect news from OSM diaries, blogs, and community channels using a tool called OSMBC. Then we’ll explain how articles are written in English, reviewed for accuracy, and translated into different languages before being published. All of this happens thanks to a team of volunteers, working across time zones and languages.\r\n\r\nWe’ll also share how local communities like Taiwan help make weeklyOSM better — both by translating content and by making sure local news gets into the global conversation.\r\n\r\nOf course, we’ll talk about some of the challenges too: keeping up weekly momentum, finding new contributors, and making sure the content stays relevant for both new mappers and long-time contributors.\r\n\r\nIf you’re curious about how weeklyOSM works, or if you’ve ever thought about contributing, come join us! We hope to spark ideas for how communities can work together to share news, knowledge, and updates — and keep the OSM world connected."},"tags":[],"uri":"https://coscup.org/2026/session/PPU8AP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"PTURTS","type":97,"room":77,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"英文","speakers":["AXJLVH"],"zh":{"title":"Better Healthcare tools for everyone!","describe":"The COVID-19 pandemic laid bare systemic inequities in global healthcare, challenging institutions to adapt swiftly to unprecedented demands. This talk chronicles the journey of CARE, a digital healthcare platform developed by the Open Healthcare Network (OHC Network)—a coalition of technologists, medical professionals, and volunteers committed to democratizing healthcare access. What began as an emergency response tool to manage ICU shortages and patient surges has since evolved into a multifaceted system recognized by the United Nations as a Digital Public Good, impacting millions across India and beyond.\r\n\r\n**The CARE Evolution:**\r\n1. **Pandemic Pioneer:** In COVID-19's peak, CARE became the operational backbone for overwhelmed hospitals, optimizing everything from ICU bed allocation to oxygen supply chains. Its rapid adoption by the Kerala state government proved its real-world value when lives hung in the balance.\r\n2. **Rural ICU Revolution:** As the immediate crisis waned, OHC Network helped support the 10BedICU Project. Today, this initiative brings technology-driven ICU care to India's most remote regions through:\r\n   - TeleICU services connecting rural clinics with urban specialists\r\n   - Real-time patient monitoring systems\r\n   - AI-assisted clinical decision support\r\n3. **Palliative Care Grid**: In Kerala, OHC Network collaborates with the National Health Mission (NHM) and NGOs to pilot a **home-based palliative care model**, using CARE to coordinate telehealth and community health workers. This addresses gaps in geriatric and chronic care, demonstrating the platform’s adaptability .  \r\n\r\n# References\r\n\r\n- [OHC Network](https://ohc.network) – Official website of the Open Health Care network.\r\n- [Kerala Care](https://kerala.care) – Community health platform for Kerala.\r\n- [10 Bed ICU](https://10bedicu.in) – Decentralized intensive care infrastructure initiative.\r\n- [OHC Network GitHub Video](https://www.youtube.com/watch?v=-wxIzaqvkQA) – Overview of the OHC Network on YouTube."},"en":{"title":"Better Healthcare tools for everyone!","describe":"The COVID-19 pandemic laid bare systemic inequities in global healthcare, challenging institutions to adapt swiftly to unprecedented demands. This talk chronicles the journey of CARE, a digital healthcare platform developed by the Open Healthcare Network (OHC Network)—a coalition of technologists, medical professionals, and volunteers committed to democratizing healthcare access. What began as an emergency response tool to manage ICU shortages and patient surges has since evolved into a multifaceted system recognized by the United Nations as a Digital Public Good, impacting millions across India and beyond.\r\n\r\n**The CARE Evolution:**\r\n1. **Pandemic Pioneer:** In COVID-19's peak, CARE became the operational backbone for overwhelmed hospitals, optimizing everything from ICU bed allocation to oxygen supply chains. Its rapid adoption by the Kerala state government proved its real-world value when lives hung in the balance.\r\n2. **Rural ICU Revolution:** As the immediate crisis waned, OHC Network helped support the 10BedICU Project. Today, this initiative brings technology-driven ICU care to India's most remote regions through:\r\n   - TeleICU services connecting rural clinics with urban specialists\r\n   - Real-time patient monitoring systems\r\n   - AI-assisted clinical decision support\r\n3. **Palliative Care Grid**: In Kerala, OHC Network collaborates with the National Health Mission (NHM) and NGOs to pilot a **home-based palliative care model**, using CARE to coordinate telehealth and community health workers. This addresses gaps in geriatric and chronic care, demonstrating the platform’s adaptability .  \r\n\r\n# References\r\n\r\n- [OHC Network](https://ohc.network) – Official website of the Open Health Care network.\r\n- [Kerala Care](https://kerala.care) – Community health platform for Kerala.\r\n- [10 Bed ICU](https://10bedicu.in) – Decentralized intensive care infrastructure initiative.\r\n- [OHC Network GitHub Video](https://www.youtube.com/watch?v=-wxIzaqvkQA) – Overview of the OHC Network on YouTube."},"tags":[],"uri":"https://coscup.org/2026/session/PTURTS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"Q3FQL7","type":113,"room":87,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"中文","speakers":["S7BNMZ"],"zh":{"title":"不會被關也不會罰錢，那要戰什麼？—訴訟經驗分享","describe":"控制旺中集團的蔡衍明向台灣維基媒體協會提出民事訴訟，要求修改維基百科上他的傳記條目內容。一審由維基方面勝訴，但仍有二審及其他內容的爭訟。依訴訟標的，既無刑事責任，也無求償要求，那麼堅持爭訟原因為何？對方提出之攻擊論點又可為開放社群參與者提供什麼經驗，未來可防範可能的法律風險？"},"en":{"title":"Litigation Experience Sharing: Tsai Eng-meng v.s Wikimedia Taiwan","describe":"Tsai Eng-Meng, who controls the Wangchung Group, filed a civil lawsuit against the Wikimedia Association of Taiwan (Wikimedia Taiwan) to change the content of his biography entry on Wikipedia. The first trial was won by Wikipedia, but there is still a second trial and other content disputes. According to the subject matter of the lawsuit, there is no criminal liability or claim for damages, so what is the reason for insisting on the lawsuit? What lessons can be learned from the attacking arguments put forward by the other side, and what are the possible legal risks that can be prevented in the future? (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/Q3FQL7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"Q3PWG3","type":113,"room":77,"start":"2025-08-09T15:20:00+08:00","end":"2025-08-09T15:50:00+08:00","language":"英文","speakers":["LGWEYF"],"zh":{"title":"Resilient by Design: Building Scalable Open Systems with Cell-Based Architecture","describe":"### Abstract\r\n\r\nIn a world where agility, resilience, and scalability are no longer luxuries but essentials, cell-based architecture emerges as a forward-thinking solution rooted in open-source principles. This talk introduces the concept through an evolutionary lens—from monoliths to microservices, and finally to cells, the next logical step in distributed system design.\r\n\r\nUnlike traditional microservices, cells are self-contained, independently deployable units that encapsulate both runtime and governance. This model enables enterprise platforms to scale efficiently while isolating failures and maintaining developer autonomy. We’ll explore how leading open-source implementations like WSO2’s Choreo have leveraged this architecture to enable multi-tenancy, service composition, and zero-trust security at scale.\r\n\r\nThis session is ideal for architects, DevOps engineers, and platform engineers interested in distributed systems, service mesh, or platform engineering. Prior knowledge of microservices or Kubernetes is recommended but not mandatory.\r\n\r\n### Key Takeaways:\r\n\r\n- Understand how cell-based architecture improves on microservices for large-scale, multi-team systems.\r\n- Learn about real-world adoption through open-source implementations like WSO2 Choreo.\r\n- Explore how cell-based architecture fosters team autonomy, resilience, and cost optimization.\r\n- Identify common adoption challenges and recommended patterns to overcome them.\r\n\r\n### Outline\r\n\r\n1. **Setting the Stage**  \r\n   - The problem space: Modern enterprise challenges in scalability and governance  \r\n\r\n2. **Architectural Evolution**  \r\n   - From monoliths → microservices → cells  \r\n   - Open-source milestones influencing this transition  \r\n\r\n3. **What is Cell-Based Architecture?**  \r\n   - Definition, structure, and how cells differ from microservices  \r\n   - Self-governance, zero-trust by default, and team ownership  \r\n\r\n4. **The Tech Behind the Cells**  \r\n   - Communication (service mesh), discovery, policies  \r\n   - Open-source tools enabling cell-based platforms  \r\n\r\n5. **WSO2 Choreo: A Real-World Case Study**  \r\n   - How Choreo implements cells for multi-tenant PaaS  \r\n   - Developer workflows, scalability, and isolation  \r\n\r\n6. **Challenges & Adoption Patterns**  \r\n   - Common pitfalls in transitioning to cells  \r\n   - Recommended rollout strategies for existing systems  \r\n\r\n7. **Conclusion & Open Q&A**  \r\n   - Summary of benefits  \r\n   - Final questions from the audience"},"en":{"title":"Resilient by Design: Building Scalable Open Systems with Cell-Based Architecture","describe":"### Abstract\r\n\r\nIn a world where agility, resilience, and scalability are no longer luxuries but essentials, cell-based architecture emerges as a forward-thinking solution rooted in open-source principles. This talk introduces the concept through an evolutionary lens—from monoliths to microservices, and finally to cells, the next logical step in distributed system design.\r\n\r\nUnlike traditional microservices, cells are self-contained, independently deployable units that encapsulate both runtime and governance. This model enables enterprise platforms to scale efficiently while isolating failures and maintaining developer autonomy. We’ll explore how leading open-source implementations like WSO2’s Choreo have leveraged this architecture to enable multi-tenancy, service composition, and zero-trust security at scale.\r\n\r\nThis session is ideal for architects, DevOps engineers, and platform engineers interested in distributed systems, service mesh, or platform engineering. Prior knowledge of microservices or Kubernetes is recommended but not mandatory.\r\n\r\n### Key Takeaways:\r\n\r\n- Understand how cell-based architecture improves on microservices for large-scale, multi-team systems.\r\n- Learn about real-world adoption through open-source implementations like WSO2 Choreo.\r\n- Explore how cell-based architecture fosters team autonomy, resilience, and cost optimization.\r\n- Identify common adoption challenges and recommended patterns to overcome them.\r\n\r\n### Outline\r\n\r\n1. **Setting the Stage**  \r\n   - The problem space: Modern enterprise challenges in scalability and governance  \r\n\r\n2. **Architectural Evolution**  \r\n   - From monoliths → microservices → cells  \r\n   - Open-source milestones influencing this transition  \r\n\r\n3. **What is Cell-Based Architecture?**  \r\n   - Definition, structure, and how cells differ from microservices  \r\n   - Self-governance, zero-trust by default, and team ownership  \r\n\r\n4. **The Tech Behind the Cells**  \r\n   - Communication (service mesh), discovery, policies  \r\n   - Open-source tools enabling cell-based platforms  \r\n\r\n5. **WSO2 Choreo: A Real-World Case Study**  \r\n   - How Choreo implements cells for multi-tenant PaaS  \r\n   - Developer workflows, scalability, and isolation  \r\n\r\n6. **Challenges & Adoption Patterns**  \r\n   - Common pitfalls in transitioning to cells  \r\n   - Recommended rollout strategies for existing systems  \r\n\r\n7. **Conclusion & Open Q&A**  \r\n   - Summary of benefits  \r\n   - Final questions from the audience"},"tags":[],"uri":"https://coscup.org/2026/session/Q3PWG3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"Q7KUWD","type":113,"room":94,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"English","speakers":["PPCWYN"],"zh":{"title":"Greeting from Naruhiko Ogasawara OSPN 日本トラック  - Day 1","describe":"Greetings from Naruhiko Ogasawara.  In this session, he will share the OSC Japan track Day 1, which includes topics related to Japanese community work and technology.\r\nThe open-source community in Japan, although somewhat stagnant, is beginning to experience a fresh wave of energy. At the same time, there is much to learn from Taiwan in terms of engaging the younger generation. Drawing on his experiences and insights from involvement in several open-source software (OSS) communities in Japan, Naruhiko will also discuss collaboration with open-source communities across East Asia."},"en":{"title":"Greeting from Naruhiko Ogasawara OSPN 日本トラック  - Day 1","describe":"Greetings from Naruhiko Ogasawara.  In this session, he will share the OSC Japan track Day 1, which includes topics related to Japanese community work and technology.\r\nThe open-source community in Japan, although somewhat stagnant, is beginning to experience a fresh wave of energy. At the same time, there is much to learn from Taiwan in terms of engaging the younger generation. Drawing on his experiences and insights from involvement in several open-source software (OSS) communities in Japan, Naruhiko will also discuss collaboration with open-source communities across East Asia."},"tags":[],"uri":"https://coscup.org/2026/session/Q7KUWD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QJ9KVL","type":116,"room":76,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"英文","speakers":["JSDAMZ"],"zh":{"title":"tmux-rs: porting 67k lines of C to (unsafe) Rust","describe":"Collin shares his experience rewriting tmux, the popular terminal multiplexer, from ~67,000 lines of C to ~81,000 lines of (unsafe) Rust. This talk will be a technical deep dive into the porting process and cover topics such as ffi (foreign function interface), debugging, and refactoring large code bases."},"en":{"title":"tmux-rs: porting 67k lines of C to (unsafe) Rust","describe":"Collin shares his experience rewriting tmux, the popular terminal multiplexer, from ~67,000 lines of C to ~81,000 lines of (unsafe) Rust. This talk will be a technical deep dive into the porting process and cover topics such as ffi (foreign function interface), debugging, and refactoring large code bases."},"tags":[],"uri":"https://coscup.org/2026/session/QJ9KVL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QKUMCN","type":113,"room":71,"start":"2025-08-09T12:00:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"英文","speakers":["VJCP9S","QWPXYT","NZKHDX"],"zh":{"title":"從 0 到 1：創立 Odoo Community Taiwan 到 COSCUP 議程軌","describe":"在 2024 年7月，我創辦了 Odoo Community Taiwan，從一人獨立舉辦第一場活動，發展到如今每次活動穩定吸引 30 至 40 位參與者。透過 Odoo 系統，我實現了報名、寄信、問卷調查等流程的自動化，大幅提升效率。隨著活動的成長，我認識到團隊合作的重要性，並成功吸引年輕、有抱負且對開源軟體感興趣的夥伴加入，共同經營社群。\r\n\r\n我們透過數據分析調整活動內容，找到能點燃參與熱情的燃點。例如區分商務用戶與開發者專場活動，以及邀請出自講者分享。隨後，我們推出講書會，進一步提升社群熟度，並計劃向國際推廣，參與 COSCUP 等開源活動。Odoo Community Taiwan 不僅是一個學習 Odoo 的平台，更是一個凝聚開源精神、持續成長的社群生態系。"},"en":{"title":"From 0 to 1: Founding Odoo Community Taiwan to Launching a COSCUP Track","describe":"In July 2024, I founded Odoo Community Taiwan. What started as a one-person effort organizing the first event has grown into a vibrant community, with each meetup now regularly attracting 30 to 40 participants. By leveraging the Odoo system, I automated processes such as registration, email communication, and surveys, significantly improving operational efficiency.\r\n\r\nAs the community expanded, I realized the importance of teamwork and successfully attracted passionate, ambitious young people interested in open source to join and help co-organize the community.\r\n\r\nThrough data analysis, we adjusted event formats to ignite engagement—for instance, separating sessions for business users and developers, and encouraging talks from our own community members. We later launched book discussion events to deepen connections and plan to expand internationally by participating in open source conferences like COSCUP.\r\n\r\nOdoo Community Taiwan has become more than just a platform to learn Odoo—it's a growing ecosystem that embodies the spirit of open source. (Auto translated)"},"tags":[],"uri":"https://coscup.org/2026/session/QKUMCN","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QNVNXT","type":117,"room":83,"start":"2025-08-09T12:20:00+08:00","end":"2025-08-09T13:10:00+08:00","language":"其他","speakers":[],"zh":{"title":"閒聊大食團","describe":"「閒聊大食團」是午餐時光的輕鬆聚會活動，讓參與者在享用美食的同時，與來自不同領域的夥伴們自由交流分享經驗、建立新連結，營造溫馨友善的社群氛圍。"},"en":{"title":"Chatting with Food Troupe","describe":"The \"Chatting Group\" is a casual lunchtime gathering that allows participants to share their experiences and build new connections with people from different fields while enjoying a meal, creating a warm and friendly community atmosphere. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/QNVNXT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QSR3EE","type":113,"room":89,"start":"2025-08-10T15:00:00+08:00","end":"2025-08-10T15:30:00+08:00","language":"英文","speakers":["PTAP9F"],"zh":{"title":"Driving RISC-V Innovation: Canonical’s path to RVA23 support on Ubuntu","describe":"Discover how Canonical is accelerating open source innovation in the RISC-V ecosystem, with a commitment to broad RVA compatibility in Ubuntu 26.04 LTS. This session will explore Canonical’s collaborative efforts with leading RISC-V silicon partners, enabling both industry-wide standards and unique hardware optimizations to drive the next wave of open source adoption."},"en":{"title":"Driving RISC-V Innovation: Canonical’s path to RVA23 support on Ubuntu","describe":"Discover how Canonical is accelerating open source innovation in the RISC-V ecosystem, with a commitment to broad RVA compatibility in Ubuntu 26.04 LTS. This session will explore Canonical’s collaborative efforts with leading RISC-V silicon partners, enabling both industry-wide standards and unique hardware optimizations to drive the next wave of open source adoption."},"tags":[],"uri":"https://coscup.org/2026/session/QSR3EE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QSXUVK","type":97,"room":80,"start":"2025-08-09T15:15:00+08:00","end":"2025-08-09T15:45:00+08:00","language":"英文","speakers":["N3XEJY"],"zh":{"title":"Analysing Singapore's Public Housing Prices with Publicly Available Government Data","describe":"Singapore is known for our highly affordable public homes that house more than 80% of our population. However, since COVID-19, there has been growing dissent about the rising public homes prices in Singapore, with catchy headlines of public homes going for more than 1 million Singapore dollars ( approximately 24 million NTD). Using publicly available APIs from our Singapore government, I created several freely available dashboards to help me and any concerned Singapore resident monitor the home prices of our Singapore public housing. In my talk, I will share more about my motivations and approach to creating my dashboards."},"en":{"title":"Analysing Singapore's Public Housing Prices with Publicly Available Government Data","describe":"Singapore is known for our highly affordable public homes that house more than 80% of our population. However, since COVID-19, there has been growing dissent about the rising public homes prices in Singapore, with catchy headlines of public homes going for more than 1 million Singapore dollars ( approximately 24 million NTD). Using publicly available APIs from our Singapore government, I created several freely available dashboards to help me and any concerned Singapore resident monitor the home prices of our Singapore public housing. In my talk, I will share more about my motivations and approach to creating my dashboards."},"tags":[],"uri":"https://coscup.org/2026/session/QSXUVK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QWF9SF","type":113,"room":75,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"English","speakers":["YQGVHJ"],"zh":{"title":"Building, Deploying, and Monitoring Ruby Web Applications with Falcon","describe":"Ruby is beloved for its developer experience, but it's not always known for raw performance or scalability. With Falcon and Async, we're changing that.\r\n\r\nIn this talk, I’ll walk you through building modern, concurrent Ruby web applications using Falcon — a high-performance async web server — and Async, the foundation for non-blocking I/O in Ruby. We’ll cover the full lifecycle of a production-ready app:\r\n\r\n- **Building**: Writing non-blocking, fiber-based web apps using Async and Protocol::HTTP.\r\n- **Deploying**: Running Falcon in production environments, from containers to the cloud.\r\n- **Monitoring**: Observability strategies for async systems — logging, metrics, and tracing.\r\n\r\nWhether you’re serving APIs, streaming data, or scaling real-time features, this talk will equip you with practical tools and patterns to confidently run async Ruby apps in production."},"en":{"title":"Building, Deploying, and Monitoring Ruby Web Applications with Falcon","describe":"Ruby is beloved for its developer experience, but it's not always known for raw performance or scalability. With Falcon and Async, we're changing that.\r\n\r\nIn this talk, I’ll walk you through building modern, concurrent Ruby web applications using Falcon — a high-performance async web server — and Async, the foundation for non-blocking I/O in Ruby. We’ll cover the full lifecycle of a production-ready app:\r\n\r\n- **Building**: Writing non-blocking, fiber-based web apps using Async and Protocol::HTTP.\r\n- **Deploying**: Running Falcon in production environments, from containers to the cloud.\r\n- **Monitoring**: Observability strategies for async systems — logging, metrics, and tracing.\r\n\r\nWhether you’re serving APIs, streaming data, or scaling real-time features, this talk will equip you with practical tools and patterns to confidently run async Ruby apps in production."},"tags":[],"uri":"https://coscup.org/2026/session/QWF9SF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"QXETEB","type":97,"room":95,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T14:40:00+08:00","language":"English","speakers":["VFNFLM"],"zh":{"title":"Using Zephyr in SDV","describe":"Zephyr is an open-source RTOS used in various applications, from hobby electronics to space exploration.\r\nTraditional automotive systems are constructed by proprietary RTOS such as OSEK, iTRON, and etc.  The standardized HW abstraction layer is required in the RTOS use-case of SDV.  Zephyr is the best solution for SDV because it matches this requirement.\r\nIn this session, we will provide a tutorial to start with Zephyr and explain its characteristics.  It aims to share why Zephyr is good for SDV.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/QXETEB/resources/AGL_coscup_2025_SDV_Zep_4lzAlBl.pdf)\r\n[speaker notes](https://pretalx.coscup.org/media/coscup-2025/submissions/QXETEB/resources/AGL_coscup_2025_SDV_Zep_Jc6gjyo.pdf)"},"en":{"title":"Using Zephyr in SDV","describe":"Zephyr is an open-source RTOS used in various applications, from hobby electronics to space exploration.\r\nTraditional automotive systems are constructed by proprietary RTOS such as OSEK, iTRON, and etc.  The standardized HW abstraction layer is required in the RTOS use-case of SDV.  Zephyr is the best solution for SDV because it matches this requirement.\r\nIn this session, we will provide a tutorial to start with Zephyr and explain its characteristics.  It aims to share why Zephyr is good for SDV.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/QXETEB/resources/AGL_coscup_2025_SDV_Zep_4lzAlBl.pdf)\r\n[speaker notes](https://pretalx.coscup.org/media/coscup-2025/submissions/QXETEB/resources/AGL_coscup_2025_SDV_Zep_Jc6gjyo.pdf)"},"tags":[],"uri":"https://coscup.org/2026/session/QXETEB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"R7CBG7","type":113,"room":71,"start":"2025-08-09T14:30:00+08:00","end":"2025-08-09T14:50:00+08:00","language":"中文","speakers":["DABWAQ"],"zh":{"title":"讓 Odoo 自動接手繁瑣的電商訂單處理","describe":"困境\r\n----\r\n* ~~缺錢~~\r\n* 怕訂單不夠多，更怕訂單太多\r\n* 超賣。甚至根本不知道貨還剩多少，不知道要下採購\r\n* 上架多個平台，整理到頭昏\r\n\r\n從繁瑣作業中解放\r\n-----------------\r\n- 串接電商平台\r\n- 串接 WMS\r\n- 自動化\r\n  * 全自動化（幾乎）\r\n  * 半自動化\r\n\r\n讓人腦去做「該用腦」的事\r\n---------------------------\r\n- 銷售分析\r\n- BI\r\n- 客服/售後服務"},"en":{"title":"Let Odoo Handle the Messy EC Orders (So You Don’t Have To)","describe":"The Struggles\r\n---------------\r\n- ~~No money~~\r\n- Worrying about too few orders — but even more afraid of too many\r\n- Overselling, or not even knowing how much stock is left\r\n- Listing on multiple platforms, and going crazy trying to consolidate\r\n\r\nFree Yourself from Repetitive Tasks\r\n-------------------------------------\r\n- Integration with e-commerce platforms\r\n- Integration with WMS\r\n- Automation\r\n  * Fully automated (almost!)\r\n  * Semi-automated (you stay in control)\r\n\r\nLet Your Brain Focus on What Actually Requires Thinking\r\n-------------------------------------------------------------\r\n- Sales analysis\r\n- BI dashboards\r\n- Customer service & after-sales support"},"tags":[],"uri":"https://coscup.org/2026/session/R7CBG7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"R8YWBT","type":113,"room":80,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T13:30:00+08:00","language":"中文","speakers":["AXBUYJ"],"zh":{"title":"從 Pet Project 邁向 Indie Hacking 與永續經營","describe":"- 介紹幾個我已經上線與開發中的 B2C SaaS 產品\r\n- 如何從眾多點子中，以量化方式挑選出較高潛力的題目？\r\n- 開源軟體如何幫助我進行 Indie Hacking？\r\n- 產品開發完成之後呢？如何推廣與取得使用者？\r\n- 提升 Pet Project 可持續性的幾個小技巧\r\n- 一些對抗焦慮、完美主義、與創業倦怠的心路歷程分享"},"en":{"title":"My Journey from Pet Projects to a Sustainable Indie Hacking Practice","describe":"- Introduce B2C SaaS products I have been working on\r\n- How I use a scoring system to select high-potential ideas from a sea of ideas\r\n- How open source software accelerates my indie hacking workflow\r\n- What comes after building? My approach to product launch and user acquisition\r\n- Simple techniques to make pet projects more sustainable\r\n- Coping with anxiety, perfectionism, and burnout"},"tags":[],"uri":"https://coscup.org/2026/session/R8YWBT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"REFNMZ","type":113,"room":77,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"English","speakers":["KWSYWJ"],"zh":{"title":"How to build a Custom Linter, using SwiftSyntax","describe":"Linting is an important part of the software development process lifecycle. For many years, Swift has had different 3rd party libraries for developers to provide linting, and one of the most famous libraries is SwiftLint. \r\n\r\nA few years ago, Apple announced SwiftSyntax as an Open-Source package. It provides a better possibility for developers to work on the syntax tree of the code. Although Apple has used this package for implementing Swift Macros, more possibilities could be found.\r\n\r\nSometimes, in different conditions, we might want some more custom linting(e.g. sync with coding style, company linting requirements, for fun, etc.). Apart from building custom rules of SwiftLint, we can try to do it in a more intuitive way, using Swift to build on our own.\r\n\r\nThis time, we will try to use SwiftSyntax to integrate with SwiftLint, and from scratch, to build a simple custom linter.\r\n\r\nLinting 是軟體開發流程中非常重要的一環。多年來，Swift 一直有各種第三方函式庫協助開發者進行程式碼檢查，其中最知名的之一就是 SwiftLint。\r\n\r\n幾年前，Apple 推出了 SwiftSyntax 這個開源套件。它讓開發者能更深入地操作程式碼的語法樹。雖然 Apple 目前主要用 SwiftSyntax 來實作 Swift Macros，但這個套件其實還有更多潛在的應用可能。\r\n\r\n在某些情況下，我們可能需要更客製化的 linting（例如：配合團隊的程式風格、公司內部規範，或單純好玩）。除了在 SwiftLint 上建立自訂規則之外，其實也可以直接用 Swift，利用 SwiftSyntax 以更直觀的方式自行打造 lint 工具。\r\n\r\n這次，我們將嘗試用 SwiftSyntax 結合 SwiftLint，並從零開始建立一個簡單的自訂 Linter。\r\n\r\n### Appendix \r\nSample Code: https://github.com/tommyming/swift-syntax-linter-talk\r\nSlides: (will update later)"},"en":{"title":"How to build a Custom Linter, using SwiftSyntax","describe":"Linting is an important part of the software development process lifecycle. For many years, Swift has had different 3rd party libraries for developers to provide linting, and one of the most famous libraries is SwiftLint. \r\n\r\nA few years ago, Apple announced SwiftSyntax as an Open-Source package. It provides a better possibility for developers to work on the syntax tree of the code. Although Apple has used this package for implementing Swift Macros, more possibilities could be found.\r\n\r\nSometimes, in different conditions, we might want some more custom linting(e.g. sync with coding style, company linting requirements, for fun, etc.). Apart from building custom rules of SwiftLint, we can try to do it in a more intuitive way, using Swift to build on our own.\r\n\r\nThis time, we will try to use SwiftSyntax to integrate with SwiftLint, and from scratch, to build a simple custom linter.\r\n\r\nLinting 是軟體開發流程中非常重要的一環。多年來，Swift 一直有各種第三方函式庫協助開發者進行程式碼檢查，其中最知名的之一就是 SwiftLint。\r\n\r\n幾年前，Apple 推出了 SwiftSyntax 這個開源套件。它讓開發者能更深入地操作程式碼的語法樹。雖然 Apple 目前主要用 SwiftSyntax 來實作 Swift Macros，但這個套件其實還有更多潛在的應用可能。\r\n\r\n在某些情況下，我們可能需要更客製化的 linting（例如：配合團隊的程式風格、公司內部規範，或單純好玩）。除了在 SwiftLint 上建立自訂規則之外，其實也可以直接用 Swift，利用 SwiftSyntax 以更直觀的方式自行打造 lint 工具。\r\n\r\n這次，我們將嘗試用 SwiftSyntax 結合 SwiftLint，並從零開始建立一個簡單的自訂 Linter。\r\n\r\n### Appendix \r\nSample Code: https://github.com/tommyming/swift-syntax-linter-talk\r\nSlides: (will update later)"},"tags":[],"uri":"https://coscup.org/2026/session/REFNMZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"REL7ST","type":97,"room":76,"start":"2025-08-09T11:00:00+08:00","end":"2025-08-09T11:30:00+08:00","language":"英文","speakers":["GR3DVX"],"zh":{"title":"Weblate: An Awesome FOSS Tool for Localization","describe":"Nowadays, software has played a vital role in how we deal with our daily lives. Users coming from different countries, and having different cultures and languages is a concern especially if they never tried to learn or use the global language English to communicate. To suit their needs and provide a more easier interaction, localization must be done. Here comes Weblate, a Free and Open Source Software Web-based tool for localization. Join this talk and see how Weblate can simplify the localization workflow in your project."},"en":{"title":"Weblate: An Awesome FOSS Tool for Localization","describe":"Nowadays, software has played a vital role in how we deal with our daily lives. Users coming from different countries, and having different cultures and languages is a concern especially if they never tried to learn or use the global language English to communicate. To suit their needs and provide a more easier interaction, localization must be done. Here comes Weblate, a Free and Open Source Software Web-based tool for localization. Join this talk and see how Weblate can simplify the localization workflow in your project."},"tags":[],"uri":"https://coscup.org/2026/session/REL7ST","co_write":null,"qa":null,"slide":null,"record":null},{"id":"RGJ8NS","type":113,"room":95,"start":"2025-08-09T13:40:00+08:00","end":"2025-08-09T14:10:00+08:00","language":"中文","speakers":["RYWZJ9","XQAW73","MD3YNH"],"zh":{"title":"COSCUP 亞洲開源社群交流篇：觀察、合作與啟發","describe":"COSCUP 近年積極參與國際交流並在國外結交社群夥伴、觀察和學習。 過去一年大家不分組出國進行議程和攤位的互動交流，這個議程中討論的範圍主要聚焦過去一年在亞洲地區的交流參與，包含: 香港、中國、日本、泰國，並在這個議程中分享重要的經驗以及觀察，並邀請你來聽我們聊聊亞洲開源社群生態和活動參與實境！\r\n\r\n本次議程將採用 Panel 形式做對話式演講。"},"en":{"title":"COSCUP 亞洲開源社群交流篇：觀察、合作與啟發","describe":"COSCUP 近年積極參與國際交流並在國外結交社群夥伴、觀察和學習。 過去一年大家不分組出國進行議程和攤位的互動交流，這個議程中討論的範圍主要聚焦過去一年在亞洲地區的交流參與，包含: 香港、中國、日本、泰國，並在這個議程中分享重要的經驗以及觀察，並邀請你來聽我們聊聊亞洲開源社群生態和活動參與實境！\r\n\r\n本次議程將採用 Panel 形式做對話式演講。"},"tags":[],"uri":"https://coscup.org/2026/session/RGJ8NS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"RKNMGE","type":116,"room":80,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:30:00+08:00","language":"中文","speakers":["DGDUL9"],"zh":{"title":"讓程式學習不再枯燥-夏令營繪圖大挑戰","describe":"當初思考要帶給沒學過程式的新手，一個可以互動遊玩的學習方法，於是乎自己來做一個遊戲系統，Python 繪圖大挑戰，由 FKT、Wesley、AK 三人打造，並且用於 SITCON 2024 夏令營，好玩的 Side-Project 讓小朋友體驗程式繪圖的好玩之處"},"en":{"title":"Make programming learning no longer boring-Summer camp drawing challenge","describe":"At first, I wanted to bring an interactive learning method to beginners who had not learned programming, so I made a game system myself, the Python Drawing Challenge, created by FKT, Weskey, and AK, and used in the SITCON 2024 summer camp. The fun Side-Project allows children to experience the fun of programming drawing."},"tags":[],"uri":"https://coscup.org/2026/session/RKNMGE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"RPYPPM","type":113,"room":85,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"English","speakers":["PHECEE"],"zh":{"title":"Generating and Navigating through Language Parse Trees using Python and tree-sitter","describe":"Have you ever wondered how syntax highlighting in text editors, such as Neovim and Zed, work in a *blazingly* fast manner? \r\n\r\n\"tree-sitter is a parser generator tool and an incremental parsing library. It can build a concrete syntax tree for a source file and efficiently update the syntax tree as the source file is edited.\"\r\n\r\nThis talk will cover tree-sitter, why it matters and how it works, and extracting information from its abstract syntax trees by querying using its Python language bindings, `py-tree-sitter`. Discover the technology behind navigating through abstract syntax trees with this open-source software."},"en":{"title":"Generating and Navigating through Language Parse Trees using Python and tree-sitter","describe":"Have you ever wondered how syntax highlighting in text editors, such as Neovim and Zed, work in a *blazingly* fast manner? \r\n\r\n\"tree-sitter is a parser generator tool and an incremental parsing library. It can build a concrete syntax tree for a source file and efficiently update the syntax tree as the source file is edited.\"\r\n\r\nThis talk will cover tree-sitter, why it matters and how it works, and extracting information from its abstract syntax trees by querying using its Python language bindings, `py-tree-sitter`. Discover the technology behind navigating through abstract syntax trees with this open-source software."},"tags":[],"uri":"https://coscup.org/2026/session/RPYPPM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"RTF3RC","type":113,"room":72,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:40:00+08:00","language":"中文","speakers":["8L8PGD"],"zh":{"title":"資料庫視圖的設計與管理","describe":"你用過Index來幫你加速找到你要的東西，你也知道join的方便與難過。\r\n你也親眼見過上百個欄位的資料表，而你要的只是那滄海一粟的結果資料。\r\n\r\n那你用過視圖(View)嗎?\r\n\r\n除了瞭解SQL中的Join、Group By，除了黯熟資料庫系統中的統計函數，還可以利用視圖來輔助你強化你的工作流程，降低你的複雜度衝擊，甚至提供一個緩衝空間讓開發者有更多發揮的空間。\r\n\r\n本議程會簡單的分享\r\n* 什麼是視圖\r\n* 視圖的模式與反模式\r\n* 視圖如何逐步改進"},"en":{"title":"Database view design and management","describe":"You have used Index to help you accelerate to find what you want, you also know that join is convenient and difficult.\r\nYou have personally seen hundreds of columns of the data table, and you want just a drop in the ocean of the results of the information.\r\n\r\nThen you have used the view (View)?\r\n\r\nIn addition to understanding the SQL Join, Group By, in addition to familiar with the statistical functions in the database system, you can also use the view to help you strengthen your workflow, reduce the impact of your complexity, and even provide a buffer space to allow developers to have more room to play.\r\n\r\nThis program will briefly share\r\n* What is a view\r\n* Patterns and antipatterns of views\r\n* How to improve a view step by step (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/RTF3RC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"RVZKNX","type":113,"room":88,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"中文","speakers":["H9PJPV"],"zh":{"title":"初探 Model Context Protocol 與 AI Agent Protocol：快速打造多工 AI Agent","describe":"[>>投影片與 Demo 原始檔連結<<](https://chechia.net/posts/2025-08-09-coscup/#-%E6%8A%95%E5%BD%B1%E7%89%87)\r\n\r\nModel Context Protocol（MCP）是一項由 Anthropic 推出的開放標準，旨在為大型語言模型（LLMs）提供一種標準化的方式，以連接和操作各種資料來源（如本地檔案、資料庫）和工具（如 GitHub、Google Maps）。MCP 的目標是簡化 AI 應用與外部資源的整合過程，類似於 USB-C 為實體設備提供通用連接介面。\r\n\r\n隨著 AI 技術的快速發展，AI 助手需要與各種資料來源和工具進行互動，以提供更豐富和個性化的服務。Model Context Protocol（MCP）作為一種開放標準，為 AI 應用提供了一種統一且安全的方式，>連接到不同的資料來源和工具。\r\n\r\n本場演講將介紹 MCP 的架構、設計原則與實作範例，並展示如何使用開源 mcp-server 快速打造一套具備上下文共享、工具調用與多模型協作能力的 Agent Server。最後將透過實機 Demo 展現 MCP 在真實 AI Workflow 中的應用潛力。\r\n\r\n演講大綱\r\n- 問題背景與動機\r\n  - AI 助手在實際應用中面臨的挑戰：需要訪問多種資料來源和工具，現有整合方式的限制：開發成本高、維護困難\r\n- 認識 Model Context Protocol（MCP）MCP 的定義與目標\r\n  - MCP 的核心架構：主機、客戶端、伺服器\r\n  - MCP 如何簡化 AI 應用與外部資源的整合\r\n- MCP 的工作原理\r\n  - MCP 如何建立 AI 應用與資料來源/工具之間的橋樑\r\n  - MCP 的模組化設計如何支持功能擴展\r\n- 使用 mcp-server 快速建立多工 Agent Server\r\n  - mcp-server 的功能與架構\r\n  - 如何使用 mcp-server 整合多個 Agent 和工具\r\n  - 實作示範：建立一個能夠協作完成任務的多 Agent 系統\r\n- 實際應用案例與未來展望\r\n  - MCP 在企業助手、開發工具等領域的應用\r\n  - MCP 的安全性與擴展性\r\n  - 未來 AI 系統與 MCP 的整合趨勢"},"en":{"title":"Exploring AI Agent Protocols Through Model Context Protocol: Rapidly Building a Multi-Agent Server","describe":"[>>Slides & Demo Source Code<<](https://chechia.net/posts/2025-08-09-coscup/#-%E6%8A%95%E5%BD%B1%E7%89%87)\r\n\r\nModel Context Protocol (MCP) is an open standard from Anthropic that aims to provide a standardized way for Large Language Models (LLMs) to connect and manipulate various data sources (e.g., local files, databases) and tools (e.g., GitHub, Google Maps.) The goal of MCP is to simplify the integration of AI The goal of MCP is to simplify the process of integrating AI applications with external resources, similar to how USB-C provides a common interface for physical devices.\r\n\r\nWith the rapid development of AI technology, AI assistants need to interact with various data sources and tools to provide richer and more personalized services. Model Context Protocol (MCP) is an open standard that provides a unified and secure way for AI applications to connect to different data sources and tools.\r\n\r\nThis talk will introduce the architecture, design principles, and implementation examples of MCP, and show how to use open source mcp-server to quickly build a set of Agent Servers with context sharing, tool invocation, and multi-model collaboration capabilities, and finally, we will demonstrate the potential of MCP in real AI workflow through a live demo.\r\n\r\nPresentation Outline\r\n- Background and Motivation\r\n  - Challenges faced by AI assistants in real-world applications: the need to access multiple data sources and tools, and the limitations of existing integration methods: high development costs and maintenance difficulties.\r\n- Understanding Model Context Protocol (MCP) Definition and goals of MCP.\r\n  - The core architecture of MCP: host, client, server.\r\n  - How MCP simplifies the integration of AI applications with external resources.\r\n- How MCP works\r\n  - How MCP builds bridges between AI applications and data sources/tools.\r\n  - How MCP's modular design supports feature extensions\r\n- Using mcp-server to quickly build a multiplexed Agent Server\r\n  - Functions and Architecture of mcp-server\r\n  - How to Integrate Multiple Agents and Tools with mcp-server\r\n  - Hands-on Demonstration: Building a Multi-Agent System that Can Collaborate to Complete Tasks\r\n- Practical Application Cases and Future Prospects\r\n  - MCP applications in enterprise assistants, development tools, etc.\r\n  - Security and scalability of MCP\r\n  - MCP security and scalability: Future trends of AI system integration with MCP. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/RVZKNX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"RWDAMP","type":97,"room":77,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:30:00+08:00","language":"English","speakers":["KFSNTA"],"zh":{"title":"Let's speak about Accessibility","describe":"Accessibility isn't separate from good Android development—it's part of it. When we build with accessibility in mind from the start, our apps become more robust, and our product elevates to the next level.\r\nLet's explore practical approaches to making Android apps accessible and how this work naturally improves your development practices. Also, with the European Accessibility Act (EAA) now in effect, understanding these principles isn't just good practice—it's becoming essential for many Android applications and the businesses behind them.\r\n\r\nNote: This is a talk with a focus on mobil."},"en":{"title":"Let's speak about Accessibility","describe":"Accessibility isn't separate from good Android development—it's part of it. When we build with accessibility in mind from the start, our apps become more robust, and our product elevates to the next level.\r\nLet's explore practical approaches to making Android apps accessible and how this work naturally improves your development practices. Also, with the European Accessibility Act (EAA) now in effect, understanding these principles isn't just good practice—it's becoming essential for many Android applications and the businesses behind them.\r\n\r\nNote: This is a talk with a focus on mobil."},"tags":[],"uri":"https://coscup.org/2026/session/RWDAMP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"S3Q8VD","type":113,"room":92,"start":"2025-08-09T14:30:00+08:00","end":"2025-08-09T15:00:00+08:00","language":"Mandarin","speakers":["ZRLS7R"],"zh":{"title":"泰國華人信仰的初探—以曼谷為例","describe":"林威廷曾在  COSCUP 2024  分享「民間文化資產教育的動能」，示範如何把田野筆記、社群協作與 GitHub 流程，轉譯成可自由重混的開放資料集，並以每月讀書會＋戶外踏查的社群模式，累積了扎實的文化資產推動經驗。今年他將這套「文化資產 × 開放資料」的方法論延伸到泰國，聚焦 19 世紀以來在曼谷耀華力與昭披耶河畔生根的華人信仰空間——從龍蓮寺等傳統華人街區——結合田野調查、地圖標註與開放資料，可視化出 40 餘座華人寺廟的信仰網絡，並邀請開源社群一起共編、共創。"},"en":{"title":"A Primer on Chinese Beliefs in Thailand: The Case of Bangkok","describe":"At COSCUP 2024, Weiting Lin shared the \"Momentum of Civil Cultural Asset Education,\" demonstrating how to translate field notes, community collaboration, and GitHub processes into open datasets that can be freely remixed, and how to use the community model of monthly book clubs + outdoor field trips to accumulate solid experience in cultural asset promotion. This year, he extends this \"Cultural Asset × Open Data\" methodology to Thailand, focusing on the Chinese faith spaces that have taken root in Bangkok's Yew Wali and Chao Phraya riverside since the 19th century-from the Temple of the Dragon Lotus, the Temple of the Tiger God to the Nine Emperor's Vegetarian Festivals-combining field research, map annotation, and open data collection. Combining fieldwork, mapping, and open data, the project visualizes a faith network of more than 40 Chinese temples, and invites the open source community to co-create and co-edit. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/S3Q8VD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"S3ZHYV","type":97,"room":77,"start":"2025-08-09T13:20:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"英文","speakers":["UKGMA8"],"zh":{"title":"Beyond the Blinky LEDs: Teaching How to Think Like Engineers","describe":"Getting into DIY electronics and IoT projects seems easy—just grab a development board, follow a tutorial, and watch the LEDs blink. But reality is messier. Documentation is often incomplete, software libraries fall out of date, and troubleshooting hardware introduces layers of complexity that tutorials don’t always prepare you for. In this talk, I’ll share my experience learning to solder and work with DIY IoT, uncovering the frustrations of supposedly “beginner-friendly” projects—despite being a seasoned software engineer—and offering thoughts on how we should be talking to newcomers.\r\n\r\nAlong the way, I ran into outdated documentation, unresponsive project maintainers, the quirks of the Arduino IDE, and cryptic error messages. These challenges made me rethink how we approach tutorials, documentation, and the learning process itself. How do we balance encouragement with setting realistic expectations? Can we teach people not just to follow instructions, but to think like engineers?\r\n\r\nThis talk is for anyone who has struggled with a DIY project, fought with documentation, or wants to challenge the way we teach problem-solving."},"en":{"title":"Beyond the Blinky LEDs: Teaching How to Think Like Engineers","describe":"Getting into DIY electronics and IoT projects seems easy—just grab a development board, follow a tutorial, and watch the LEDs blink. But reality is messier. Documentation is often incomplete, software libraries fall out of date, and troubleshooting hardware introduces layers of complexity that tutorials don’t always prepare you for. In this talk, I’ll share my experience learning to solder and work with DIY IoT, uncovering the frustrations of supposedly “beginner-friendly” projects—despite being a seasoned software engineer—and offering thoughts on how we should be talking to newcomers.\r\n\r\nAlong the way, I ran into outdated documentation, unresponsive project maintainers, the quirks of the Arduino IDE, and cryptic error messages. These challenges made me rethink how we approach tutorials, documentation, and the learning process itself. How do we balance encouragement with setting realistic expectations? Can we teach people not just to follow instructions, but to think like engineers?\r\n\r\nThis talk is for anyone who has struggled with a DIY project, fought with documentation, or wants to challenge the way we teach problem-solving."},"tags":[],"uri":"https://coscup.org/2026/session/S3ZHYV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"S9EALL","type":97,"room":91,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["FW9HYA"],"zh":{"title":"探索 W3C 的開放協作模式","describe":"W3C 標準是網際網路的重要基石，講者將分享近期參與 W3C Working Group（工作組）的經驗，分享其開放文化之特色，以及在座的各位如何參與從提案到標準的過程。"},"en":{"title":"An Exploration of W3C's Collaborative Open Standards Process","describe":"W3C standards are foundational pillars of the internet. In this talk, the speaker will share their recent experiences participating in W3C Working Groups, highlighting its open culture. Attendees will learn how they can get involved in the process from drafts to W3C recommendation"},"tags":[],"uri":"https://coscup.org/2026/session/S9EALL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"S9FC3Q","type":97,"room":94,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"English","speakers":["RVTN3T"],"zh":{"title":"OpenStreetMapとWikimediaを組み合わせた、まちづくりの提案と実践","describe":"Wikimedia CommonsやOpenStreetMapなどのオープンデータを活用し、地域活動のデジタル化とアーカイブ活動を報告します。\r\n\r\n地域資料を将来に残すには信頼性のあるオープンデータプラットフォームが必要で、特にOpenStreetMapとWikimediaプロジェクトの組み合わせが重要です。\r\nこれにより、地域の多角的なアーカイブが進み、オープンソースでアートイベントマップなどを提供して地域活動を支援できます。\r\nITスキルが高くなくても写真や地図を提供でき、地域住民が参加することで一体感を生み出します。\r\n\r\nまた、オープンデータを活用した子育てや防災マップなど、他の地域活動にも活用可能で、相互協力の仕組みが構築されます。実際に「コミュニティマップメーカー」を開発し、日本での実践結果も報告します。"},"en":{"title":"Proposals and practices for revitalizing towns by combining OpenStreetMap and Wikimedia","describe":"This report discusses the use of open data platforms like Wikimedia Commons and OpenStreetMap to digitize and archive regional activities. Combining these platforms helps preserve regional materials and support local activities through open-source maps for events.\r\n\r\nEven individuals with limited IT skills can contribute, fostering community engagement. Open data can also be used for childcare and disaster prevention maps, promoting cooperation across local efforts.\r\n\r\nThe report includes the development and outcomes of the \"Community Map Maker\" digital map in Japan."},"tags":[],"uri":"https://coscup.org/2026/session/S9FC3Q","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SAPWCB","type":117,"room":90,"start":"2025-08-09T11:30:00+08:00","end":"2025-08-09T12:30:00+08:00","language":"中文","speakers":["QWBSWP"],"zh":{"title":"自由軟體與數位人權：為何開源是匿名工具的關鍵？","describe":"除了工作坊活動外，我們也想把握這次機會，一起來探討新聞媒體、獨立記者、公民團體與開源科技社群共同參與的可能，當然也想要邀請大家一起討論對於「匿名網路社群」的想像，我們可以透過怎樣的協助，不論在技術或是資源上的協調，希望透過這次的**圓桌討論會議**找到更多的可能！\r\n\r\n**「自由軟體與數位人權：為何開源是匿名工具的關鍵？」**\r\n\r\n- 對記者、公民團體來說，開源為何重要？如何建立對工具的信任？\r\n- 探討「可驗證性（verifiability）」、「抵禦審查」與「社群治理」等核心價值。\r\n- 開源 vs 封閉商業資安工具：我們該怎麼選擇？\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1130\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net"},"en":{"title":"Free Software and Digital Rights: Why Is Open Source Key to Anonymous Tools?","describe":"In addition to the workshop activities, we would like to take this opportunity to explore the possibilities for collaboration among news media, independent journalists, civil society organizations, and the open-source technology community. We also wish to invite everyone to discuss your visions for future \"anonymous online communities.\" We hope to find more possibilities through this **roundtable discussion** by exploring how we can assist, whether in terms of technology or resource coordination. \r\n\r\nFree Software and Digital Rights: Why Is Open Source Key to Anonymous Tools?\r\n\r\n- Why is open source important for journalists and civic groups? How can trust in these tools be established?\r\n- Explore core values such as \"verifiability,\" \"censorship resistance,\" and \"community governance.\"\r\n- Open-source vs. closed commercial cybersecurity tools: How should we choose?\r\n\r\nFor more detailed information about the event, please refer to the following page: \r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1130\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net"},"tags":[],"uri":"https://coscup.org/2026/session/SAPWCB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SCNUGA","type":116,"room":86,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"English","speakers":["Z9CUXP"],"zh":{"title":"Open Source Hardware/Software Collaboration by Renesas & Retronix","describe":"When working with open source software on embedded boards, developers often face unique challenges that are not encountered in PC or cloud environments. Many embedded boards are powered by SoCs (System-on-Chip), and unless developers can fully utilize the SoC’s built-in peripheral functions, it becomes difficult to build compelling applications using open source technologies.\r\n\r\nThis is especially true for recent applications involving on-device AI inference for image recognition. Developing such applications on embedded hardware with open source tools remain a non-trivial task.\r\n\r\nTo address these challenges, Renesas has collaborated with Retronix, a company based in Taiwan, to develop the Sparrow Hawk board, which became commercially available in August 2025. The board is equipped with an AI accelerator capable of 30 TOPS of performance and supports multi-camera input, enabling open source developers to create sophisticated AI- based image processing applications. Sparrow Hawk is designed specifically with open source developers in mind: it eliminates the need for paper-based NDAs and paid software licenses, providing a frictionless and accessible development experience.\r\n\r\nIn this session, we will introduce the hardware architecture of the Sparrow Hawk board and walk through its open source friendly software development environment. Attendees interested in embedded AI application development will gain practical insights and technical details to accelerate their own projects."},"en":{"title":"Open Source Hardware/Software Collaboration by Renesas & Retronix","describe":"When working with open source software on embedded boards, developers often face unique challenges that are not encountered in PC or cloud environments. Many embedded boards are powered by SoCs (System-on-Chip), and unless developers can fully utilize the SoC’s built-in peripheral functions, it becomes difficult to build compelling applications using open source technologies.\r\n\r\nThis is especially true for recent applications involving on-device AI inference for image recognition. Developing such applications on embedded hardware with open source tools remain a non-trivial task.\r\n\r\nTo address these challenges, Renesas has collaborated with Retronix, a company based in Taiwan, to develop the Sparrow Hawk board, which became commercially available in August 2025. The board is equipped with an AI accelerator capable of 30 TOPS of performance and supports multi-camera input, enabling open source developers to create sophisticated AI- based image processing applications. Sparrow Hawk is designed specifically with open source developers in mind: it eliminates the need for paper-based NDAs and paid software licenses, providing a frictionless and accessible development experience.\r\n\r\nIn this session, we will introduce the hardware architecture of the Sparrow Hawk board and walk through its open source friendly software development environment. Attendees interested in embedded AI application development will gain practical insights and technical details to accelerate their own projects."},"tags":[],"uri":"https://coscup.org/2026/session/SCNUGA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SCS7LR","type":116,"room":82,"start":"2025-08-09T12:50:00+08:00","end":"2025-08-09T13:20:00+08:00","language":"中文","speakers":["QWQSUL"],"zh":{"title":"寫合約好麻煩？那就用現成的！無痛入門 Solana 應用開發","describe":"Solana 常被認為是需要學習 Rust 語言才能開發應用程式的區塊鏈，但事實上可以完全不寫智能合約，就開始開發 Solana 應用程式！\r\n\r\n本議程將從 Solana 與 Ethereum 的核心差異切入，說明 Solana 的帳戶模型如何讓許多功能「不需要自己寫智能合約」也能實現。透過已部署於鏈上的現成智能合約（如 SPL Token、Metaplex 等），只需透過 TypeScript 搭配 @solana/web3.js 或各大專案提供的 SDK，就能完成包含發行代幣、鑄造 NFT、建立交易池，甚至是綁定多筆交易等操作。"},"en":{"title":"Building Solana Dapps Without Writing a Single Program","describe":"Solana is often perceived as a blockchain that requires learning Rust to get started. However, many applications can actually be built without writing any smart contracts at all.\r\n\r\nThis session will introduce the key differences between Solana and Ethereum, focusing on how Solana’s account model enables developers to build applications by interacting with existing on-chain programs. With TypeScript and tools like @solana/web3.js, developers can implement features such as token issuance, NFT minting, liquidity pool creation, and even multi-transaction coordination."},"tags":[],"uri":"https://coscup.org/2026/session/SCS7LR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SDR9JU","type":97,"room":94,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"英語","speakers":["EWEN39"],"zh":{"title":"Improving Quality through Community-Driven Feedback: Lessons from LibreOffice CJK Users","describe":"In open-source software (OSS), it is important to maintain and improve quality even with limited development resources, in order to meet the needs of users from different languages and cultures.\r\n\r\nThis presentation will cover the bugs and issues faced by CJK and Japanese users of LibreOffice and the community-driven efforts to improve quality. The focus will be on the strategies for collecting, organizing, sharing, and delivering user feedback to the development team.\r\n\r\nFor example, we will discuss how to collect reports using forums, classify them based on reproducibility and impact, visualize them through QA blogs, and bridge linguistic and cultural gaps by translating and summarizing for the development team. These are practical approaches that can be used even with limited resources.\r\n\r\nThrough examples of LibreOffice's overall testing strategy and community-driven quality improvements, this talk will offer insights for those interested in how OSS handles internationalization and addresses regional challenges, with tips that can be applied to other projects."},"en":{"title":"Improving Quality through Community-Driven Feedback: Lessons from LibreOffice CJK Users","describe":"In open-source software (OSS), it is important to maintain and improve quality even with limited development resources, in order to meet the needs of users from different languages and cultures.\r\n\r\nThis presentation will cover the bugs and issues faced by CJK and Japanese users of LibreOffice and the community-driven efforts to improve quality. The focus will be on the strategies for collecting, organizing, sharing, and delivering user feedback to the development team.\r\n\r\nFor example, we will discuss how to collect reports using forums, classify them based on reproducibility and impact, visualize them through QA blogs, and bridge linguistic and cultural gaps by translating and summarizing for the development team. These are practical approaches that can be used even with limited resources.\r\n\r\nThrough examples of LibreOffice's overall testing strategy and community-driven quality improvements, this talk will offer insights for those interested in how OSS handles internationalization and addresses regional challenges, with tips that can be applied to other projects."},"tags":[],"uri":"https://coscup.org/2026/session/SDR9JU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SL7RLP","type":117,"room":90,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"中文","speakers":["QWBSWP"],"zh":{"title":"如何在地化一套開源匿名工具包？","describe":"除了工作坊活動外，我們也想把握這次機會，一起來探討新聞媒體、獨立記者、公民團體與開源科技社群共同參與的可能，當然也想要邀請大家一起討論對於「匿名網路社群」的想像，我們可以透過怎樣的協助，不論在技術或是資源上的協調，希望透過這次的**圓桌討論會議**找到更多的可能！\r\n\r\n**「如何在地化一套開源匿名工具包？」**\r\n\r\n- 從日常瀏覽（Tor）到作業系統（Tails）到網路監測（OONI），有哪些開源工具還可以納入？\r\n- 工具包長怎樣？（如 Live USB image、本地語系包、手冊）？\r\n- 推出「臺灣版本」的簡化套件（適合 NGO、記者、新手）\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d2-1400\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net"},"en":{"title":"How to Localize an Open-Source Anonymous Toolkit?","describe":"In addition to the **workshop activities**, we would like to take this opportunity to explore the possibilities for collaboration among news media, independent journalists, civil society organizations, and the open-source technology community. We also wish to invite everyone to discuss your visions for future \"anonymous online communities.\" We hope to find more possibilities through this roundtable discussion by exploring how we can assist, whether in terms of technology or resource coordination. \r\n\r\nHow to Localize an Open-Source Anonymous Toolkit?\r\n\r\n- From everyday browsing (Tor) to operating systems (Tails) and internet monitoring (OONI), what other open-source tools can be included?\r\n- What does the toolkit look like? (e.g., Live USB image, local language packs, manuals)\r\n- Launching a \"Taiwan version\" of a simplified kit (suitable for NGOs, journalists, beginners)\r\n\r\nFor more detailed information about the event, please refer to the following page: \r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d2-1400\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net"},"tags":[],"uri":"https://coscup.org/2026/session/SL7RLP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SMNA3S","type":116,"room":76,"start":"2025-08-09T11:40:00+08:00","end":"2025-08-09T12:10:00+08:00","language":"中文","speakers":["ZFW33N"],"zh":{"title":"和政府嘗試一起協作之後呢？經驗、追蹤發展與小嘗試","describe":"OCF 與臺灣的 L10N.TW 協作社群及眾多專業譯者，過去三年多來，與智新資通共同執行數位發展部的軟體中文化專案。在這段期間，我們協助本地化了多款重要開源專案，包括 GOV.UK Notify、GOV.UK Forms、Matrix Client（Element 系列）、IRMA、Yivi、Standard for Public Code、Bitwarden、Nextcloud、FreeOTP、GIMP 與 Mattermost 等。其中部分成果已成功回饋至上游原始碼庫，亦實際解決了國際社群中長期存在的使用與翻譯問題。\r\n目前，這項由政府資助的軟體中文化專案階段性任務的逗點，正面臨轉型之際。OCF 期望拋磚引玉，從協調執行者的角度出發，分享與政府協作時的技巧與應對經驗，並整理這幾年來在與國際社群溝通時所累積的實務學習。\r\n\r\n此外，過去累積的翻譯經驗與用語字彙表，也讓我們開始思考：這些成果是否有機會進一步轉化為更大的社群資源？OCF 近期嘗試以翻譯《Standard for Public Code》等文件類型的經驗，搭配 AI 工具，完成了 OSPO 聯盟《良善治理手冊》的繁體中文譯本，並將其與其他成果彙整，透過一支 GPTs 工具 ——「台灣 l10n 囡仔」進行實驗，讓內部同仁能閱讀最新的開放科技知識。\r\n\r\n我們希望透過這兩項翻譯小實驗，拋出一個思考方向：這些努力，是否能為臺灣社群帶來更多共享價值？期待與更多夥伴一起討論可能性。"},"en":{"title":"After Collaborating with Government: Lessons, Transitions, and Experiments in Localization","describe":"Over the past three years, OCF has partnered with Taiwan’s L10N.TW community, professional translators, and Soft Leader Inc. to implement a software localization project funded by Taiwan’s Ministry of Digital Affairs. This initiative successfully localized key open-source tools including GOV.UK Notify, GOV.UK Forms, Matrix Client (Element), IRMA, Yivi, Standard for Public Code, Bitwarden, Nextcloud, FreeOTP, GIMP, and Mattermost. Several of these contributions have been merged upstream, directly addressing pain points faced by international communities.\r\n\r\nAs the current phase of this government-funded localization project comes to a close and approaches a time of transition, OCF would like to offer reflections from our role as a coordinator: what practical strategies and considerations helped in working effectively with government agencies? What challenges emerged when collaborating with upstream open-source communities, and how did we navigate them?\r\n\r\nBeyond the project’s lifecycle, we are also exploring how accumulated resources—such as glossaries and translation workflows—can serve broader community needs. Recently, we experimented with translating the OSPO Alliance’s Good Governance Handbook using a combination of AI tools and our prior experience translating the Standard for Public Code. The translated content has been integrated into a GPTs-based tool named \"Taiwan L10N Kid,\" used internally to facilitate learning about open technology practices.\r\n\r\nThese small experiments prompt a larger question: how can past efforts in localization be transformed into long-term assets for the Taiwanese open-source community? We welcome others to join us in exploring this direction."},"tags":[],"uri":"https://coscup.org/2026/session/SMNA3S","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SMVJFB","type":113,"room":84,"start":"2025-08-09T12:30:00+08:00","end":"2025-08-09T13:00:00+08:00","language":"中文","speakers":["FSMLVN"],"zh":{"title":"Source Code Deep Dive into OpenAI Agent SDK vs LangGraph","describe":"OpenAI Agent SDK 和 LangGraph 是目前 AI Agent 領域中最具代表性的兩大開源框架，前者強調 LLM 驅動的 Function Calling 與自動化思考流程，後者則以圖形工作流與狀態機設計實現多步驟推理與多 Agent 協作。本次演講將深入剖析這兩套框架的原始碼，對比它們在 Agent 核心 Loop、工具呼叫、記憶體管理、狀態轉移與多 Agent 協作等等的面向的架構與設計理念。透過實際程式碼與設計哲學的交叉解析，協助開發者理解這兩種不同 Paradigm 如何各自支撐現代 AI Agent 系統的運作與擴展。"},"en":{"title":"Source Code Deep Dive into OpenAI Agent SDK vs LangGraph","describe":"OpenAI Agent SDK and LangGraph are two of the most representative open-source frameworks in the emerging AI Agent ecosystem. The former emphasizes LLM-driven function calling and autonomous workflows, while the latter utilizes state graphs and node-based execution for multi-step reasoning and multi-agent orchestration. This talk presents a source code-level comparison of both frameworks, covering several core areas: the agent execution loop, tool invocation, memory handling, state transition, and multi-agent collaboration. Through hands-on code walkthroughs and architectural analysis, we’ll explore the contrasting design philosophies that power today’s AI Agent systems."},"tags":[],"uri":"https://coscup.org/2026/session/SMVJFB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SNHFTW","type":113,"room":89,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["Q897WK"],"zh":{"title":"一生一芯","describe":"“一生一芯”（https://ysyx.org）由中国科学院大学于2019年发起，至今累计报名人数已逾12000人，覆盖全球900余所高校及科研院所。\r\n“一生一芯”专注培养学生独立解决问题的能力，以及“计算机软硬件系统协同设计能力”和“芯片全链条设计能力”，坚持开放性和公益性，兼顾“大规模”和“高质量”。面向全球芯片设计爱好者，不限学校、专业和年级，全年开放报名（报名和学习均免费），随到随学(可零基础)，并为学生提供免费或低成本流片机会。\r\n“一生一芯”指导学生从零开始设计一款RISC-V处理器芯片，在其上运行自己开发的系统软件和演示程序，并通过开源EDA工具和开源PDK完成物理设计流程。“一生一芯”的学习内容课程覆盖计算机系统全栈抽象层，从应用程序、运行时环境、简易操作系统、指令集，到处理器微结构设计、RTL开发、综合、布局布线、时序分析，最终生成晶体管级的可流片GDSII版图。同时，“一生一芯”为达到指定学习目标（完成B阶段）的在校生，提供免费流片机会。"},"en":{"title":"One Student One Chip","describe":"\"One Student One Chip\" guides students in designing a RISC-V processor chip from scratch, running their own system software and demo programs on it, and completing the physical design using open-source EDA tools and open-source PDKs. The curriculum spans the full abstraction stack of computer systems—from applications, runtime environments, and simple operating systems, to instruction sets, processor microarchitecture, RTL development, synthesis, place-and-route, and timing analysis—culminating in a GDSII layout ready for fabrication at the transistor level.\r\nIn addition, students who reach the specified learning milestones (completion of Stage B) are eligible for a free tape-out opportunity."},"tags":[],"uri":"https://coscup.org/2026/session/SNHFTW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SNQXEQ","type":113,"room":78,"start":"2025-08-09T12:10:00+08:00","end":"2025-08-09T12:40:00+08:00","language":"中文","speakers":["WPV837"],"zh":{"title":"GenKit for Go: 讓生成式 AI 應用開發更簡單","describe":"隨著生成式 AI 技術快速發展，開發者越來越需要簡單、靈活且可擴充的工具來打造各式 AI 應用。GenKit 是 Google 於 2024 年開源的生成式 AI 應用開發框架，支援多種主流程語言與大型語言模型（如 Gemini、OpenAI、Claude），協助開發者快速構建、測試與部署生成式 AI 服務。\r\n\r\n本議程將介紹 GenKit 的設計理念、主要功能與開發流程，並以 Go 版本為例，實際展示如何開發一個多模型支援的生成式 AI 應用。你將看到 GenKit 如何簡化 prompt 管理、模型切換、觀察與除錯等常見痛點，並了解其在實際應用開發中的彈性與擴充性。\r\n\r\n無論你是 AI 開發者、技術愛好者，還是對生成式 AI 應用有興趣的朋友，都歡迎參加本場分享，一起探索 GenKit 帶來的全新開發體驗！"},"en":{"title":"GenKit for Go: Making Generative AI App Development Easier","describe":"With the rapid development of generative AI technology, developers increasingly need simple, flexible, and scalable tools to build a wide range of AI applications. GenKit, Google's 2024 open source generative AI application development framework, supports multiple mainstream languages and large-scale language models (e.g., Gemini, OpenAI, and Claude) to help developers quickly build, test, and deploy generative AI services. It enables developers to rapidly build, test, and deploy generative AI services.\r\n\r\nThis agenda will introduce the design concept, main features and development flow of GenKit, and use the Go version as an example to show how to develop a generative AI application with multi-model support. You will see how GenKit simplifies common pain points such as prompt management, model switching, observation and debugging, and understand its flexibility and scalability in real-world application development.\r\n\r\nWhether you are an AI developer, a technology enthusiast, or interested in generative AI applications, you are welcome to join this session to explore the new development experience brought by GenKit! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/SNQXEQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SRTWSE","type":113,"room":85,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["YMDWC3"],"zh":{"title":"HomeLab 從網路開始！ VyOS 入門級教學，讓 Linux 不再只拿來當伺服器系統","describe":"你可能弄了自己的 HomeLab，並在裡玩過 Proxmox、Docker、NAS，但你真的掌握了「網路」這塊基礎嗎？本場議程將帶你跳脫「Linux 只能架服務」的框架，深入認識開源路由系統 VyOS，學會如何用 CLI 打造屬於你的網路核心。"},"en":{"title":"HomeLab starts with the Internet! VyOS Tutorials for the Beginner, so Linux isn't just a server system!","describe":"You may have built your own HomeLab and played with Proxmox, Docker, and NAS, but have you really mastered the fundamentals of networking? This session will take you beyond the framework of \"Linux can only build services\", and deepen your understanding of VyOS, the open source routing system, and learn how to use the CLI to build your own network kernel. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/SRTWSE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SSFFXK","type":116,"room":72,"start":"2025-08-09T10:50:00+08:00","end":"2025-08-09T11:30:00+08:00","language":"中文","speakers":["9YRGYU"],"zh":{"title":"Greenplum 重新擁抱開源","describe":"開源資料庫 Greenplum 於2024年5月定格為閉源狀態，在没有任何事先公告的情况下，Greenplum 突然 \"404\" 無法訪問，而Github (https://github.com/greenplum-db/gpdb) 也被修改為\"只讀\"狀態，而原有的 Branch、 tag、pull請求(PR)以及issue等訊息都被清空。隨著開源資料庫Greenplum 的歸檔及其社群徹底關閉，開源使用者已無法免費取得任何安全修正及功能更新，突 然給廣大的Greenplum資料倉儲使用者帶來很大的挑戰。"},"en":{"title":"Greenplum embraces open source again","describe":"The open source database Greenplum was closed in May 2024. Without any warning, Greenplum suddenly became inaccessible, a \"404\" error occurred, and Github (https://github.com/greenplum-db/gpdb) was changed to \"read-only\" status. All original branches, tags, pull requests (PRs), and issue information have been cleared. With the complete closure of the Greenplum open source database archive and its community, open source users can no longer obtain any security fixes and feature updates for free, which suddenly poses a huge challenge to the majority of Greenplum data warehouse users."},"tags":[],"uri":"https://coscup.org/2026/session/SSFFXK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SUFZC3","type":116,"room":83,"start":"2025-08-10T15:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["MSKWW8"],"zh":{"title":"Apache Ozone 新一代分散式檔案系統介紹與貢獻歷程分享","describe":"介紹 Apache Ozone 以及分享我在四個月內成為 Apache Ozone Committer 的心路歷程"},"en":{"title":"Apache Ozone: Introducing a Next-Generation Distributed File System and Sharing My Contribution Journey","describe":"Introducing Apache Ozone and sharing my journey of becoming an Apache Ozone Committer in just four months"},"tags":[],"uri":"https://coscup.org/2026/session/SUFZC3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SWRMRR","type":116,"room":82,"start":"2025-08-10T14:50:00+08:00","end":"2025-08-10T15:20:00+08:00","language":"中文","speakers":["NAQNEX"],"zh":{"title":"EigenLayer Slashing : 剖析其機制原理與對 Web3 的重大影響","describe":"今年 4/17，Eigenlayer 在 mainnet 上線新的 Slashing （懲罰機制），使其成為少數在主網上全面啟用slashing 的區塊鏈生態，透過這次的 Slashing 升級，EigenLayer 將賦予 AVS（主動驗證服務）在能夠確鑿證明其服務承諾遭到破壞時，有權對再質押的資產進行懲罰。\r\n\r\n本次 Talk 將涵蓋 1. Eigenlayer 是什麼，什麼是 Restaking、AVS、Operator  2. ELIP-002(EigenLayer Improvement Proposal #002) 所添加的 Slashing 機制介紹，包含 Unique Stake 跟 Operator Sets 等，對於 Web3 的影響為何  3. 介紹 Eigenlayer 相關項目，與其相關應用"},"en":{"title":"EigenLayer Slashing: Anatomy of the Mechanism and Its Significant Impact on Web3","describe":"On 4/17, Eigenlayer upgraded its slashing mechanism on mainnet, making it one of the few blockchain ecosystems to fully enable slashing on its mainnet. With this slashing upgrade, EigenLayer will give AVSs the right to penalize repledged assets when they can prove conclusively that their service commitments have been breached. EigenLayer will give AVS (Active Verification Service) the right to penalize repledged assets if it can prove conclusively that its service promises have been breached.\r\n\r\nThis talk will cover 1. what is Eigenlayer, what is Restaking, AVS, Operator 2. introduction of Slashing mechanism added by ELIP-002 (EigenLayer Improvement Proposal #002), including Unique Stake and Operator Sets. Operator Sets, etc., what is the impact on Web3 3. Introduce Eigenlayer related projects, and their related applications. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/SWRMRR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SXHMZ8","type":113,"room":79,"start":"2025-08-10T10:15:00+08:00","end":"2025-08-10T10:45:00+08:00","language":"中文","speakers":["8JBC7M"],"zh":{"title":"不依賴 FPU、2D 加速器與 GPU 的精簡現代視窗系統","describe":"[Mado](https://github.com/sysprog21/mado) 是套開放原始碼函式庫，專為小型裝置帶來現代化視窗系統能力。隨著嵌入式裝置配備高品質顯示器與強大且省電的中央處理器，低價普及的裝置也能呈現複雜而流暢的圖形介面；然而，記憶體始終稀缺，為視窗系統的設計與實作帶來獨特挑戰。Mado 在僅需數百 KB 記憶體的前提下，引入現代桌面系統的功能，提供重疊半透明視窗、抗鋸齒圖形、視窗陰影、動畫、可縮放字型與支援 [TinyVG](https://tinyvg.tech/) 透過精簡的函式算繪出不失視覺效果的向量圖形，並內建視窗管理器，並透過現有事件派送機制協調運作，無須外部控制程式。此高度整合的設計允許開發者即使在極小記憶體空間內，也能打造兼具美感與互動性的介面，同時維持系統結構的精簡。\r\n\r\n參會者預期可接觸到以下：\r\n1. 不依賴 FPU、2D 加速器與 GPU 等硬體機制，依舊可達成現代視窗系統的關鍵方法\r\n2. 改進傳統貝茲曲線的計算\r\n3. 在資源受限平臺上實作模糊與視窗特效的實務技巧\r\n4. 以階層化事件模型構築易於維護與擴充的互動元件架構"},"en":{"title":"A Lightweight Modern Window System Independent of FPU, 2D Accelerators, and GPUs","describe":"[Mado](https://github.com/sysprog21/mado) is an open-source library that brings advanced window system features to smaller devices. With embedded systems now featuring high-resolution displays and powerful CPUs, sophisticated graphical user interfaces can be realized even in the smallest devices. Although CPU power has increased dramatically within a given power budget, these small systems still face severe memory constraints. This unique environment presents interesting challenges for graphical system design and implementation.\r\n\r\nDrawing from ideas used in modern window systems for larger environments, Mado provides overlapping translucent windows, anti-aliased graphics, drop shadow, animations, and scalable fonts within a memory budget of several kilobytes. Mado also supports TinyVG, enabling efficient rendering of vector graphics with a minimalistic set of drawing functions, without compromising visual quality.  Mado embeds window management directly into the toolkit, supporting resizing, moving, and minimizing without external control. The toolkit automatically constructs suitable decorations for each window as regular toolkit objects, and the normal event dispatch mechanism directs window management activities. \r\n\r\nThis highly integrated architecture empowers developers to build visually appealing and interactive interfaces even within tight memory constraints, all while maintaining a lean system structure.\r\n\r\nAttendees can expect to learn:\r\n\r\n1. Key techniques for achieving functionalities of modern window systems without relying on FPU, 2D accelerators, or GPU hardware.\r\n2. Improved methods for Bézier curve computation.\r\n3. Practical methods for implementing blur and visual effects on resource-limited platforms.\r\n4. How to build maintainable and extensible interactive components using a hierarchical event model.\r\n\r\nMado: https://github.com/sysprog21/mado"},"tags":[],"uri":"https://coscup.org/2026/session/SXHMZ8","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SXNMJS","type":97,"room":74,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"英文","speakers":["38ZMFE"],"zh":{"title":"Community-Driven Edge AI or Building Offline AI Agents with Open Models","describe":"Dive into building the next generation of Mobile and Web applications featuring Offline AI Agents. This talk explores how to leverage the power of Edge AI and on-device processing using open-source tools to create intelligent agents that operate entirely without an internet connection, enhancing privacy, reducing latency, and enabling new functionalities independent of the cloud.\r\n\r\nWe'll focus on using lightweight, state-of-the-art open models, particularly Google's open Gemma family, which are designed to run efficiently directly on edge devices, potentially leveraging execution frameworks like the open-source MediaPipe (available for both Mobile and Web). Discover how these models form the \"brain\" of our offline agents. We'll showcase practical implementation using Flutter as a primary case study, introducing an open-source plugin (flutter_gemma) (developed by the speaker) designed to seamlessly integrate models like Gemma within this popular cross-platform framework, illustrating principles applicable across platforms.\r\n\r\nLearn the practical steps to implement these agents: from selecting appropriate on-device model variants (like the latest Gemma models, or popular open alternatives such as Deepseek and Mistral Small) based on task requirements, to integrating them into your application architecture. Using Flutter and the plugin as our concrete example, we will explore techniques for structuring agent tasks and touch upon fine-tuning methods. Crucially, we will discuss the trade-offs involved – weighing the benefits of Edge AI versus traditional cloud-based AI solutions for Mobile and Web. Furthermore, we'll delve into advanced capabilities like on-device Retrieval-Augmented Generation (RAG), enabling agents to query and utilize local data sources entirely offline."},"en":{"title":"Community-Driven Edge AI or Building Offline AI Agents with Open Models","describe":"Dive into building the next generation of Mobile and Web applications featuring Offline AI Agents. This talk explores how to leverage the power of Edge AI and on-device processing using open-source tools to create intelligent agents that operate entirely without an internet connection, enhancing privacy, reducing latency, and enabling new functionalities independent of the cloud.\r\n\r\nWe'll focus on using lightweight, state-of-the-art open models, particularly Google's open Gemma family, which are designed to run efficiently directly on edge devices, potentially leveraging execution frameworks like the open-source MediaPipe (available for both Mobile and Web). Discover how these models form the \"brain\" of our offline agents. We'll showcase practical implementation using Flutter as a primary case study, introducing an open-source plugin (flutter_gemma) (developed by the speaker) designed to seamlessly integrate models like Gemma within this popular cross-platform framework, illustrating principles applicable across platforms.\r\n\r\nLearn the practical steps to implement these agents: from selecting appropriate on-device model variants (like the latest Gemma models, or popular open alternatives such as Deepseek and Mistral Small) based on task requirements, to integrating them into your application architecture. Using Flutter and the plugin as our concrete example, we will explore techniques for structuring agent tasks and touch upon fine-tuning methods. Crucially, we will discuss the trade-offs involved – weighing the benefits of Edge AI versus traditional cloud-based AI solutions for Mobile and Web. Furthermore, we'll delve into advanced capabilities like on-device Retrieval-Augmented Generation (RAG), enabling agents to query and utilize local data sources entirely offline."},"tags":[],"uri":"https://coscup.org/2026/session/SXNMJS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SZCRXT","type":113,"room":87,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"中文","speakers":["3S8HAY"],"zh":{"title":"我所知道的 (這個年代的) OSS License / OSS Community (預錄演講)","describe":"（講者因故無法回台，因此本議程將播放預錄演講。）\r\n(The speaker is unable to return to Taiwan due to unforeseen circumstances. Therefore, this session will feature a pre-recorded talk.)\r\nRecently there was a huge dispute about some repository violating the so-called Apache License 2.0 requirements in Taiwan. However, the speaker totally disagreed this claim. In this talk, the speaker will discuss how he views the contemporary treatment to the open-source licenses, which were mostly invented 20 years (before 2005)."},"en":{"title":"What I Know about OSS License and OSS community in the Post-2020 Era. (Pre-recorded Talk)","describe":"（講者因故無法回台，因此本議程將播放預錄演講。）\r\n(The speaker is unable to return to Taiwan due to unforeseen circumstances. Therefore, this session will feature a pre-recorded talk.)\r\nRecently there was a huge dispute about some repository violating the so-called Apache License 2.0 requirements in Taiwan. However, the speaker totally disagreed this claim. In this talk, the speaker will discuss how he views the contemporary treatment to the open-source licenses, which were mostly invented 20 years (before 2005)."},"tags":[],"uri":"https://coscup.org/2026/session/SZCRXT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"SZM9CW","type":113,"room":88,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"中文","speakers":["YQF8FJ"],"zh":{"title":"GenAI Workflow：打造智能化技術趨勢洞察系統","describe":"生成式AI (Generative AI) 正以前所未有的速度重塑資訊處理與決策模式，Gartner預測超過80%企業將部署GenAI應用。然而，如何高效駕馭此浪潮，洞察瞬息萬變的技術趨勢，成為關鍵挑戰。本演講將分享如何完全基於開源技術棧，從零開始打造一個全自動化技術趨勢分析系統，透過數據驅動發掘前瞻洞見，賦能開發者與企業精準把握未來技術脈動。\r\n核心議題：\r\n🔹 開源數據管線建構：我們將演示如何利用 Selenium、Crawl4ai 等開源爬蟲框架，高效採集技術論文、產業報告與會議資訊，並整合 Bigquery 實現海量異構數據的統一儲存、高效檢索與深度分析。重點分享數據獲取策略與Schema設計考量。\r\n🔹 GenAI 智能分析工作流：重點介紹如何基於開源 AI 應用開發平台 Dify，設計並部署一套可擴展的 GenAI 工作流。此工作流整合 GPT-4o、Gemini 2.5 Pro 等前沿模型，自動完成數據清洗、特徵提取、模型推理至結構化技術洞察報告生成。探討Prompt工程、模型選擇與成本效益優化技巧。\r\n🔹 互動式趨勢可視化：展示如何結合 spaCy 的 NLP 功能（如命名實體識別、語義關聯分析）與 ECharts 等開源視覺化函式庫，打造動態交互儀表板。與會者將學習如何實現即時數據篩選、趨勢演變追蹤及多維度語義關聯可視化，讓複雜趨勢一目了然，洞察隱藏關聯。\r\n🔹 開源社群協作與迭代：分享本開源項目如何藉由社群力量，收集回饋、迭代功能、提升效能，並探討開源協作模式如何加速技術創新與應用普及，鼓勵聽眾參與共建，共同提升專案的實用性與影響力。\r\n本演講旨在為希望利用開源力量掌握技術脈動的開發者、研究員與決策者提供一套實戰指南與可複製的解決方案。"},"en":{"title":"GenAI Workflow: Building an Intelligent Technology Trends Insight System","describe":"Abstract:\r\nGenerative AI (GenAI) is reshaping information processing and decision-making paradigms at an unprecedented pace, with Gartner predicting that over 80% of enterprises will deploy GenAI applications in production environments. However, effectively navigating this wave to discern rapidly evolving technological trends presents a significant challenge. This presentation will share how to build a fully automated technology trend analysis system from scratch, entirely based on an open-source technology stack. We will demonstrate how to leverage data-driven approaches to unearth forward-looking insights, empowering developers and enterprises to accurately grasp future technological pulses.\r\nKey Topics:\r\n🔹 Open Source Data Pipeline Construction: We will demonstrate how to utilize open-source web scraping frameworks like Selenium and Crawl4ai to efficiently collect technical papers, industry reports, and conference proceedings. This includes integrating Bigquery for unified storage, high-performance retrieval, and in-depth analysis of massive heterogeneous data. Emphasis will be placed on data acquisition strategies and schema design considerations.\r\n🔹 GenAI-Powered Intelligent Analysis Workflow: This section will focus on designing and deploying a scalable GenAI workflow based on the open-source AI application development platform, Dify. This workflow integrates cutting-edge models such as GPT-4o and Gemini Pro to automate data cleaning, feature extraction, model inference, and the generation of structured technology insight reports. We will explore prompt engineering, model selection, and cost-benefit optimization techniques.\r\n🔹 Interactive Trend Visualization: Showcasing how to combine spaCy's NLP capabilities (e.g., Named Entity Recognition, semantic relationship analysis) with open-source visualization libraries like ECharts to build dynamic, interactive dashboards. Attendees will learn how to implement real-time data filtering, track trend evolution, and visualize multi-dimensional semantic correlations, making complex trends intuitive and revealing hidden connections.\r\n🔹 Open Source Community Collaboration and Iteration: Sharing how this open-source project leverages community power to gather feedback, iterate on features, and enhance performance. We will also discuss how open-source collaboration models accelerate technological innovation and application adoption, encouraging attendees to participate in co-construction to jointly improve the project's utility and impact.\r\nThis presentation aims to provide a practical guide and a replicable solution for developers, researchers, and decision-makers looking to harness the power of open source to master technological pulses."},"tags":[],"uri":"https://coscup.org/2026/session/SZM9CW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"T9NV37","type":113,"room":95,"start":"2025-08-10T11:10:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"English","speakers":["9VMXTS"],"zh":{"title":"Deep dive to AGL reference SDV platform -SoDev-","describe":"SoDev is the reference SDV Platform, that is now developed in SDV Expert Group of AGL(Automotive Grade Linux)\r\n\r\nTo realize SDV, various software is required, and the use of open source is crucial. By constructing an SDV reference using open source, we accelerate the evolution of software in the automotive industry. SoDev is realized through virtualization by Hypervisor (Xen) and multiple guest OS (such as Zephyr RTOS for Monitoring and AGL Linux for Infotainment). AGL collaborates with various communities and promotes the initiative prioritizing source code over documentation.\r\nIn this session, we talk about SoDev in more detail.  That is developing with code first policy.  We believe in accelerating SDV development by SoDev.  We hope to use all SDV developers for SoDev.\r\nAttendees will get deep information about SoDev.  Attendees can use SoDev in their own development, not limited to the automotive field.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/T9NV37/resources/DD_SoDeV_AGL_coscup2025_FUWbS7c.pdf)"},"en":{"title":"Deep dive to AGL reference SDV platform -SoDev-","describe":"SoDev is the reference SDV Platform, that is now developed in SDV Expert Group of AGL(Automotive Grade Linux)\r\n\r\nTo realize SDV, various software is required, and the use of open source is crucial. By constructing an SDV reference using open source, we accelerate the evolution of software in the automotive industry. SoDev is realized through virtualization by Hypervisor (Xen) and multiple guest OS (such as Zephyr RTOS for Monitoring and AGL Linux for Infotainment). AGL collaborates with various communities and promotes the initiative prioritizing source code over documentation.\r\nIn this session, we talk about SoDev in more detail.  That is developing with code first policy.  We believe in accelerating SDV development by SoDev.  We hope to use all SDV developers for SoDev.\r\nAttendees will get deep information about SoDev.  Attendees can use SoDev in their own development, not limited to the automotive field.\r\n\r\n[Slide](https://pretalx.coscup.org/media/coscup-2025/submissions/T9NV37/resources/DD_SoDeV_AGL_coscup2025_FUWbS7c.pdf)"},"tags":[],"uri":"https://coscup.org/2026/session/T9NV37","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TCU97F","type":113,"room":73,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"中文","speakers":["7CTD39"],"zh":{"title":"开源硬件和 toDtoB 商业化","describe":"先开发家marketing引进商业化，这个方案是toDtoB（to Developer to Business) 我分享这个具体项目，于M5Stack和日本商业Data"},"en":{"title":"Open Source Hardware and toDtoB Commercialization","describe":"First developer marketing to introduce commercialization, this program is toDtoB (to Developer to Business) I share this specific project, in M5Stack and Japan Business Data (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/TCU97F","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TD3ZDW","type":113,"room":75,"start":"2025-08-09T11:40:00+08:00","end":"2025-08-09T12:10:00+08:00","language":"English","speakers":["PTFUCG"],"zh":{"title":"Rails Scales! - Why startups fail and how you can succeed","describe":"Many engineers hold the belief that Rails does not scale. Indeed, many startups have problems scaling their Rails application. At the same time, massive companies like Shopify or Zendesk run Rails monoliths at a planetary scale. How do they do it?\r\n\r\nIn this presentation, Cristian Planas, former start-up founder/CTO and Group Tech Lead for performance at Zendesk will share with you what these companies know that you don’t. He will introduce you to the scalability problems that he had in his start-up, how he failed at solving them, and what are the actual options to fix them."},"en":{"title":"Rails Scales! - Why startups fail and how you can succeed","describe":"Many engineers hold the belief that Rails does not scale. Indeed, many startups have problems scaling their Rails application. At the same time, massive companies like Shopify or Zendesk run Rails monoliths at a planetary scale. How do they do it?\r\n\r\nIn this presentation, Cristian Planas, former start-up founder/CTO and Group Tech Lead for performance at Zendesk will share with you what these companies know that you don’t. He will introduce you to the scalability problems that he had in his start-up, how he failed at solving them, and what are the actual options to fix them."},"tags":[],"uri":"https://coscup.org/2026/session/TD3ZDW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TDSZ3S","type":97,"room":94,"start":"2025-08-09T13:40:00+08:00","end":"2025-08-09T14:10:00+08:00","language":"Others","speakers":["WPPXCS"],"zh":{"title":"Pleasanter, an open source no-code/low-code development tool","describe":"Pleasanter is a no-code development tool for building business systems.\r\n\r\nSince its first release in 2016, Pleasanter has undergone numerous version upgrades. Today, it is used by financial institutions, local governments, and major manufacturing companies in Japan.\r\n\r\nIn January 2025, an introductory book will be published, and from February, a series of articles will appear in Software Design, a leading IT media magazine from Japan, further increasing its recognition.\r\n\r\nAlthough it is currently mainly used in Japan, it already supports seven languages and provides an English manual, making it ready for global use.\r\n\r\nIn this presentation, I will discuss an overview of Pleasanter, its development story, use cases, demonstrations, and monetization strategies."},"en":{"title":"Pleasanter, an open source no-code/low-code development tool","describe":"Pleasanter is a no-code development tool for building business systems.\r\n\r\nSince its first release in 2016, Pleasanter has undergone numerous version upgrades. Today, it is used by financial institutions, local governments, and major manufacturing companies in Japan.\r\n\r\nIn January 2025, an introductory book will be published, and from February, a series of articles will appear in Software Design, a leading IT media magazine from Japan, further increasing its recognition.\r\n\r\nAlthough it is currently mainly used in Japan, it already supports seven languages and provides an English manual, making it ready for global use.\r\n\r\nIn this presentation, I will discuss an overview of Pleasanter, its development story, use cases, demonstrations, and monetization strategies."},"tags":[],"uri":"https://coscup.org/2026/session/TDSZ3S","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TFVCVF","type":97,"room":74,"start":"2025-08-10T14:10:00+08:00","end":"2025-08-10T14:40:00+08:00","language":"中文","speakers":["ECQAHS"],"zh":{"title":"用群體智慧打造 AI PM：Merlinia Swarm Intelligence 在辦公室自動化的應用","describe":"在現代企業環境中，專案管理（PM）通常依賴個人經驗與主觀決策，但這樣的方式難以應對動態變化的專案需求與資源分配挑戰。本次演講將介紹 Merlinia Swarm Intelligence，一個基於開源技術、群體智慧（Swarm Intelligence） 與 LLM（大型語言模型） 的辦公室自動化系統，如何透過數據驅動的方式，打造一個全自動 AI PM，讓專案管理變得更科學、更高效。\r\n\r\n我們的系統透過 五大核心模組 自動化專案管理：\r\n✅ 數據收集模組 → 即時監測專案進度、任務狀態與人力資源\r\n✅ 優先權決策模組 → 依據截止日期、影響程度與風險，自動調整優先順序\r\n✅ 任務分配模組 → 根據技能配對與負載平衡，最佳化任務分派\r\n✅ 時程自動調整模組 → 動態調整工作時程，避免延誤\r\n✅ 風險監控與預測模組 → 透過數據分析，預測潛在問題並提出解決方案\r\n\r\n本演講將分享 如何利用開源工具（如 Neo4j、n8n、Python、LLM API、分散式計算） 搭建這套系統，並透過真實案例展示 AI PM 自動決策的實際效果。我們也將討論此架構如何適應不同產業需求，並展望未來 AI 在辦公室自動化領域的發展可能性。\r\n\r\n適合對象：專案經理、開發者、企業 IT 決策者、AI 研究者，或對辦公室自動化有興趣的技術人員。"},"en":{"title":"Building an AI Project Manager: Swarm Intelligence for Office Automation","describe":"Traditional project management relies on human decisions that are often subjective and inefficient. This talk introduces Merlinia Swarm Intelligence, a system that uses open-source tools to build an AI-powered project manager.\r\nWe’ll explore how Neo4j manages task dependencies, how OpenAI API supports intelligent decision-making, and how n8n automates task execution.\r\nThis session is ideal for developers, IT decision-makers, and PMs who want to optimize workflows through open technology."},"tags":[],"uri":"https://coscup.org/2026/session/TFVCVF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TW83J9","type":113,"room":93,"start":"2025-08-09T13:10:00+08:00","end":"2025-08-09T13:40:00+08:00","language":"英文","speakers":["NCDQG7"],"zh":{"title":"Open Source for Open Science","describe":"The United Nations Education, Scientific and Cultural Organization (UNESCO) has created the Open Science initiative to “make scientific progress more transparent, inclusive and democratic.” The Open Source Community has a wealth of experience that can be brought to bear for Open Science. This talk will discuss how and why Open Source should be involved with Open Science, emphasizing places where the two can easily collaborate, and discuss how the Open Science initiative can help Open Source to continue to expand its global reach."},"en":{"title":"Open Source for Open Science","describe":"The United Nations Education, Scientific and Cultural Organization (UNESCO) has created the Open Science initiative to “make scientific progress more transparent, inclusive and democratic.” The Open Source Community has a wealth of experience that can be brought to bear for Open Science. This talk will discuss how and why Open Source should be involved with Open Science, emphasizing places where the two can easily collaborate, and discuss how the Open Science initiative can help Open Source to continue to expand its global reach."},"tags":[],"uri":"https://coscup.org/2026/session/TW83J9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TWWZGB","type":113,"room":73,"start":"2025-08-09T16:45:00+08:00","end":"2025-08-09T17:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"Recap Day 1","describe":"Closing Day 1"},"en":{"title":"Recap Day 1","describe":"Closing Day 1"},"tags":[],"uri":"https://coscup.org/2026/session/TWWZGB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TY3ELY","type":113,"room":75,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["HE8GKD"],"zh":{"title":"用 Ruby 寫一個 MCP Server","describe":"我是卡米哥，一個使用 Ruby 十年的開發者。Ruby 對我來說是一種既優雅又充滿表達力的語言，只要有機會，我都希望用 Ruby 來解決問題。\r\n\r\n這次在 RubyConf 2025，我將分享自己用 Ruby 實作 MCP（Model Context Protocol）Server 的經驗。MCP 是一個近期討論度很高的通訊協定，實用性高，為了深入理解這個協定的設計，我從零開始打造了一個開源的 MCP Server demo。\r\n\r\n我的演講將涵蓋以下幾個重點：\r\n- MCP 協定的基本結構與核心理念\r\n- 如何從零開始寫一個最小可行的 MCP Server\r\n- MCP Server 的測試方式與思路\r\n- 常見的安全性問題與應對策略\r\n\r\n我希望透過這場分享，幫助更多開發者了解 MCP，也讓大家在聽完之後，有信心自己動手做出一個屬於自己的 MCP Server。"},"en":{"title":"Writing an MCP Server in Ruby","describe":"I'm Carmigo, a ten-year Ruby developer, and Ruby is an elegant and expressive language for me, and I want to use Ruby to solve problems whenever I can.\r\n\r\nAt RubyConf 2025, I'll be sharing my experience of using Ruby to implement the MCP (Model Context Protocol) Server, a highly discussed and useful protocol, and I've built an open-source MCP Server demo from scratch in order to understand the design of this protocol.\r\n\r\nMy talk will cover the following key points:\r\n- The basic structure and core concepts of the MCP protocol.\r\n- How to write a minimal viable MCP Server from scratch.\r\n- How to write a minimal viable MCP Server from scratch.\r\n- Common security issues and strategies\r\n\r\nI hope to help more developers to understand MCP through this seminar, and also let you have the confidence to make your own MCP Server after listening to this seminar. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/TY3ELY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"TZKKDC","type":113,"room":73,"start":"2025-08-10T10:10:00+08:00","end":"2025-08-10T10:40:00+08:00","language":"中文","speakers":["RYNSZY"],"zh":{"title":"Let's build a Transformer: JAX Source code explained from scratch","describe":"Transformer architecture can be used for various NLP and CV tasks. They are pre-trained to generate text and images based on large datasets. Building a transformer from scratch allows us to customize the component for our application. The goal of this talk is to demonstrate how the transformer model could be implemented on JAX. To do so, we're going to build a general purpose transformer completely from scratch all with JAX."},"en":{"title":"Let's build a Transformer: JAX Source code explained from scratch","describe":"Transformer architecture can be used for various NLP and CV tasks. They are pre-trained to generate text and images based on large datasets. Building a transformer from scratch allows us to customize the component for our application. The goal of this talk is to demonstrate how the transformer model could be implemented on JAX. To do so, we're going to build a general purpose transformer completely from scratch all with JAX."},"tags":[],"uri":"https://coscup.org/2026/session/TZKKDC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"U3ACVM","type":117,"room":81,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T14:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"BoF DAY1 Slot4","describe":"預約你的 BoF 時間（每場次一小時），讓這個周末成為你與朋友們的技術樂園。記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"BoF DAY1 Slot4","describe":"Book a BoF session for an hour and enjoy the weekend with friends. Please review the guidelines and sign up using the following link: \r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/U3ACVM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"U3NZ9A","type":97,"room":94,"start":"2025-08-09T15:00:00+08:00","end":"2025-08-09T15:30:00+08:00","language":"English","speakers":["FCHQXC"],"zh":{"title":"Japanese Food Knowledge Graph for Taiwanese","describe":"**Japanese food, including sushi, ramen, and tempura, is well-known around the world.** However, Japan has a wide variety of **regional dishes** that can be hard for Taiwanese people to discover and understand when visiting or learning about Japanese cuisine.\r\n\r\nTo solve this, we are developing a **Japanese Food Knowledge Graph** tailored for Taiwanese users. This system doesn’t just list dishes—it **connects foods, ingredients, cooking styles, and regions**, helping users explore Japanese food more intuitively.\r\n\r\nFor example, the system will provide:\r\n- **Regional specialties** (e.g., Hokkaido seafood bowls, Osaka okonomiyaki, Fukuoka tonkotsu ramen)\r\n- **Similar dish comparisons** (e.g., udon vs. soba, sushi types)\r\n- **Seasonal and event-based foods** (e.g., winter hot pot, summer cold noodles)\r\n\r\nThe database will include:\r\n- **Dish names** (like sukiyaki, sashimi, oyakodon)\r\n- **Ingredients** (rice, fish, beef, miso)\r\n- **Flavors and methods** (sweet, salty, grilled, simmered)\r\n- **Regional information** (e.g., Kyoto, Okinawa)\r\n\r\nBy using a **graph database**, users can easily **discover, learn about, and enjoy** Japanese cuisine in a highly visual and interactive way. It will be especially helpful for:\r\n- **Taiwanese travelers** looking for local foods\r\n- **Japanese food lovers** wanting to deepen their knowledge\r\n- **Restaurants and food businesses** introducing Japanese cuisine in Taiwan\r\n\r\nIn this presentation, I will demonstrate a **working prototype** of the knowledge graph and show how it can enhance the Japanese food experience.\r\n\r\n**Beginner-friendly and perfect for food fans!**"},"en":{"title":"Japanese Food Knowledge Graph for Taiwanese","describe":"**Japanese food, including sushi, ramen, and tempura, is well-known around the world.** However, Japan has a wide variety of **regional dishes** that can be hard for Taiwanese people to discover and understand when visiting or learning about Japanese cuisine.\r\n\r\nTo solve this, we are developing a **Japanese Food Knowledge Graph** tailored for Taiwanese users. This system doesn’t just list dishes—it **connects foods, ingredients, cooking styles, and regions**, helping users explore Japanese food more intuitively.\r\n\r\nFor example, the system will provide:\r\n- **Regional specialties** (e.g., Hokkaido seafood bowls, Osaka okonomiyaki, Fukuoka tonkotsu ramen)\r\n- **Similar dish comparisons** (e.g., udon vs. soba, sushi types)\r\n- **Seasonal and event-based foods** (e.g., winter hot pot, summer cold noodles)\r\n\r\nThe database will include:\r\n- **Dish names** (like sukiyaki, sashimi, oyakodon)\r\n- **Ingredients** (rice, fish, beef, miso)\r\n- **Flavors and methods** (sweet, salty, grilled, simmered)\r\n- **Regional information** (e.g., Kyoto, Okinawa)\r\n\r\nBy using a **graph database**, users can easily **discover, learn about, and enjoy** Japanese cuisine in a highly visual and interactive way. It will be especially helpful for:\r\n- **Taiwanese travelers** looking for local foods\r\n- **Japanese food lovers** wanting to deepen their knowledge\r\n- **Restaurants and food businesses** introducing Japanese cuisine in Taiwan\r\n\r\nIn this presentation, I will demonstrate a **working prototype** of the knowledge graph and show how it can enhance the Japanese food experience.\r\n\r\n**Beginner-friendly and perfect for food fans!**"},"tags":[],"uri":"https://coscup.org/2026/session/U3NZ9A","co_write":null,"qa":null,"slide":null,"record":null},{"id":"U7BPKB","type":113,"room":91,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"英文","speakers":["DHWKZY"],"zh":{"title":"漢語族語言及臺灣原住民族語言在MediaWiki的現況（英語議程）","describe":"本議程將介紹關於漢語族語言及臺灣原住民族語言在MediaWiki的相關背景知識及現況，並針對部份技術內容講解操作過程，期望引領更多人投入MediaWiki的語言發展。"},"en":{"title":"The Status of Sinitic Languages and Formosan Languages in MediaWiki (English session)","describe":"This session will focus on the context and current status of Sinitic languages and Formosan languages in MediaWiki, with instructions to the technical details. We hope this session can lead more people join the language development of MediaWiki."},"tags":[],"uri":"https://coscup.org/2026/session/U7BPKB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"U7DCYD","type":113,"room":74,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"English","speakers":["B7RWEC","PAGJS7"],"zh":{"title":"Multi Cluster GPU Allocation for AI Research","describe":"As the LLMs and generative models become more and more complex, one can't simply train them on CPU, or a single GPU cluster, this requires the use of multiple GPUs but managing those can be complicated.GPU partitioning in the cloud is perceived to be a complicated, resource-consuming process that is worth the exclusive involvement of narrowly focused teams or large enterprises. So this talk explores why GPU partitioning is necessary for running Python AI workloads and how it can be done efficiently using open source tooling.\r\n\r\nThe talk will cover about some common myths: that this has something to do with advanced hardware configurations or prohibitive costs, on systems likeKubernetes\r\n\r\nIn this talk, we will illustrate how modern frameworks like NVIDIA MIG with vCluster effectively enable seamless sharing of GPUs across different teams, leading to more efficient resource utilization, higher throughput, and broader accessibility for workloads like LLM finetuning and inference. The talk aims to inspire developers, engineers to understand the key techniques for efficient GPU scheduling and sharing of resources across multiple GPU Clusters with open source platform tooling like vCluster."},"en":{"title":"Multi Cluster GPU Allocation for AI Research","describe":"As the LLMs and generative models become more and more complex, one can't simply train them on CPU, or a single GPU cluster, this requires the use of multiple GPUs but managing those can be complicated.GPU partitioning in the cloud is perceived to be a complicated, resource-consuming process that is worth the exclusive involvement of narrowly focused teams or large enterprises. So this talk explores why GPU partitioning is necessary for running Python AI workloads and how it can be done efficiently using open source tooling.\r\n\r\nThe talk will cover about some common myths: that this has something to do with advanced hardware configurations or prohibitive costs, on systems likeKubernetes\r\n\r\nIn this talk, we will illustrate how modern frameworks like NVIDIA MIG with vCluster effectively enable seamless sharing of GPUs across different teams, leading to more efficient resource utilization, higher throughput, and broader accessibility for workloads like LLM finetuning and inference. The talk aims to inspire developers, engineers to understand the key techniques for efficient GPU scheduling and sharing of resources across multiple GPU Clusters with open source platform tooling like vCluster."},"tags":[],"uri":"https://coscup.org/2026/session/U7DCYD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UBNW9N","type":113,"room":88,"start":"2025-08-10T13:45:00+08:00","end":"2025-08-10T14:15:00+08:00","language":"中文","speakers":["MJSEW7"],"zh":{"title":"Kotlin 的三個超能力：讓後端開發更輕鬆愉快","describe":"Kotlin 除了是 Android 開發上的熱門語言，近年來也在後端開發領域快速成長，成為 Java 開發者與新創團隊的重要選擇。它不僅保有 Java 的相容性，更以簡潔的語法、強大的型別系統與現代語言設計，大幅提升開發效率與程式碼可讀性。這場演講將介紹 Kotlin 在後端開發中的三個語言級超能力。透過簡單實例與對比範例，讓你了解為什麼越來越多開發者選擇 Kotlin 作為後端語言，讓開發過程更清爽、直覺又愉快。"},"en":{"title":"Kotlin 的三個超能力：讓後端開發更輕鬆愉快","describe":"Kotlin 除了是 Android 開發上的熱門語言，近年來也在後端開發領域快速成長，成為 Java 開發者與新創團隊的重要選擇。它不僅保有 Java 的相容性，更以簡潔的語法、強大的型別系統與現代語言設計，大幅提升開發效率與程式碼可讀性。這場演講將介紹 Kotlin 在後端開發中的三個語言級超能力。透過簡單實例與對比範例，讓你了解為什麼越來越多開發者選擇 Kotlin 作為後端語言，讓開發過程更清爽、直覺又愉快。"},"tags":[],"uri":"https://coscup.org/2026/session/UBNW9N","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UFGPUX","type":113,"room":89,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T11:00:00+08:00","language":"Mandarin","speakers":["8KSAT7"],"zh":{"title":"Open-source Intelligent EDA (iEDA)","describe":"Open-source EDA shows promising potential in unleashing EDA innovation and lowering the cost of chip design. This paper presents an open-source EDA project, iEDA, aiming for building a basic infrastructure for EDA technology evolution and closing the industrial-academic gap in the EDA area. iEDA now covers digital chip logic synthesis (including logic optimization, technology mapping, automation test pattern generation), the whole flow of physical design (including Floorplan, Placement, CTS, Routing, Timing Optimization etc.), and part of the analysis tools (Static Timing Analysis and Power Analysis). To demonstrate the effectiveness of iEDA, we implement and tape out five chips of different scales (from 700k to 100M gates) on different process nodes (110nm and 28nm) with iEDA. iEDA is publicly available from the project homepage http://ieda.oscc.cc."},"en":{"title":"Open-source Intelligent EDA (iEDA)","describe":"Open-source EDA shows promising potential in unleashing EDA innovation and lowering the cost of chip design. This paper presents an open-source EDA project, iEDA, aiming for building a basic infrastructure for EDA technology evolution and closing the industrial-academic gap in the EDA area. iEDA now covers digital chip logic synthesis (including logic optimization, technology mapping, automation test pattern generation), the whole flow of physical design (including Floorplan, Placement, CTS, Routing, Timing Optimization etc.), and part of the analysis tools (Static Timing Analysis and Power Analysis). To demonstrate the effectiveness of iEDA, we implement and tape out five chips of different scales (from 700k to 100M gates) on different process nodes (110nm and 28nm) with iEDA. iEDA is publicly available from the project homepage http://ieda.oscc.cc."},"tags":[],"uri":"https://coscup.org/2026/session/UFGPUX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UFJDBZ","type":113,"room":94,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"英語","speakers":["ZSW3JQ"],"zh":{"title":"Building and Maintaining Regional Language Support Communities in Global Open Source Projects ~ Insights from the LibreOffice Japanese Community Forum ~","describe":"I'll introduce methods for building and maintaining local language support communities within global open source projects. This session shares practical insights from the LibreOffice Japanese Community Forum that you can immediately apply to your community activities.\r\nThe LibreOffice Community Forum is an official Q&A site where users can ask questions in their native language. For such platforms to succeed, they need both incoming questions and active community members providing answers—a challenge faced by open source projects worldwide.\r\nJapan's LibreOffice community developed a unique approach: weekly online Hackfest events where members collectively answer forum questions. I'll explain how regular scheduling creates responsibility and momentum among volunteers, transforming support from individual work to group activity, building a sustainable support system.\r\nI'll also discuss how we incorporated Japanese cultural elements while adapting global best practices to regional needs. The session will present case studies of particularly challenging or interesting forum questions, demonstrating how community teamwork led to effective solutions.\r\nPlease join us to discover how each individual's small contributions make a significant difference, and how supporting users in their native language creates a more inclusive and sustainable open source ecosystem."},"en":{"title":"Building and Maintaining Regional Language Support Communities in Global Open Source Projects ~ Insights from the LibreOffice Japanese Community Forum ~","describe":"I'll introduce methods for building and maintaining local language support communities within global open source projects. This session shares practical insights from the LibreOffice Japanese Community Forum that you can immediately apply to your community activities.\r\nThe LibreOffice Community Forum is an official Q&A site where users can ask questions in their native language. For such platforms to succeed, they need both incoming questions and active community members providing answers—a challenge faced by open source projects worldwide.\r\nJapan's LibreOffice community developed a unique approach: weekly online Hackfest events where members collectively answer forum questions. I'll explain how regular scheduling creates responsibility and momentum among volunteers, transforming support from individual work to group activity, building a sustainable support system.\r\nI'll also discuss how we incorporated Japanese cultural elements while adapting global best practices to regional needs. The session will present case studies of particularly challenging or interesting forum questions, demonstrating how community teamwork led to effective solutions.\r\nPlease join us to discover how each individual's small contributions make a significant difference, and how supporting users in their native language creates a more inclusive and sustainable open source ecosystem."},"tags":[],"uri":"https://coscup.org/2026/session/UFJDBZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UJ8YNY","type":117,"room":96,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T16:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"Hacking Corner 1 DAY1","describe":"Hacking Corner 是一個能容納 10 人左右的交誼廳，供會眾自由交流！這是一個可以從快速打牌遊戲到進行長達數小時的開源馬拉松的多功能空間。無論是15分鐘的急速腦力激盪還是一場兩小時的代碼冒險，這裡都是實現你的創意與夢想的場所。\r\n\r\n記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"Hacking Corner 1 DAY1","describe":"The hacking corner is a free space for casual gatherings, which can hold up to 10 people. There is no time limit in the hacking corner. You can play card games with friends for 15 minutes between talks or run a two-hour open-source sprint here. Also, multiple events are available at the same time. It is all up to you!\r\n\r\nPlease review the guidelines and sign up using the following link: https://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/UJ8YNY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UKW8CB","type":117,"room":90,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T15:30:00+08:00","language":"中文","speakers":["QWBSWP","7G9KQS"],"zh":{"title":"Tor/Tails 匿名網路工作坊","describe":"在數位監控與網路審查逐漸蔓延的環境中，新聞記者、公民團體與人權倡議者正面臨前所未有的資訊風險：通訊可能被攔截、身分可能被追蹤，受訪者的安全也面臨威脅。在這樣的時代，我們需要不只依賴平台，而是重新掌握通訊的主控權。\r\n\r\n當新聞自由遭遇監控與審查，當倡議行動被監視、聲音被封鎖——我們還能如何安全發聲、守護人權與自由？\r\n\r\n本工作坊將由在地開源社群「匿名網路社群 anoni.net」提供技術支援與實務引導，介紹 Tor、Tails、OONI 等開源匿名網路工具，協助參與者建立第二安全裝置、匿名連線與進行網路審查偵測，提升行動與倡議的數位韌性。讓我們一起實踐資訊自由的基礎建設，用技術守護真相與抵抗壓迫。\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1330\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net\r\n\r\n工作坊報名： https://form.anoni.net/s/cmc5t86n8000hlj0199ocqw2m\r\n\r\n**Tor/Tails 匿名網路工作坊**\r\n\r\n您將暸解：\r\n\r\n- 擁有第二個裝置的概念與使情境\r\n\t- 如何透過分開處理工作與個人活動來保護您的網路線上身份與資料\r\n- 瞭解 Tails 匿名作業系統\r\n\t- Tails 如何與 Tor 洋蔥網路整合，以實現匿名瀏覽和通訊\r\n- 瞭解 Tor 的原理\r\n\t- 如何連線到 .onion 的網域網站\r\n- 動手操作安裝 Tails\r\n\t- 如何在 USB 隨身碟上安裝並設定 Tails，以便安全地進行線上和離線的操作\r\n\r\n提醒：活動進行時需要使用到筆記型電腦，報名此工作坊時請記得攜帶設備，現場有臨時搭建的網路可供教學時使用。"},"en":{"title":"Tor, Tails Anonymous Network","describe":"In an environment where digital surveillance and internet censorship are on the rise, journalists, civil society groups, and human rights advocates face unprecedented information risks: communications may be intercepted, identities may be tracked, and interviewees' safety may be threatened. In such times, we need to go beyond relying on platforms and regain control over communication.\r\n\r\nIn this workshop, the local open-source community \"Anoni.net\" will provide technical support and practical guidance, introducing open-source anonymity tools such as Tor, Tails, and OONI. Participants will learn to establish a second security device, connect anonymously, and detect internet censorship, enhancing the digital resilience of their actions and advocacy. Let's work together to build the infrastructure supporting information freedom, using technology to safeguard truth and resist oppression.\r\n\r\nFor detailed information about the event, please refer to the following pages:\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d1-1330\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net\r\n\r\nWorkshop registration: https://form.anoni.net/s/cmc5t86n8000hlj0199ocqw2m\r\n\r\n**Tor, Tails Anonymous Network**\r\n\r\nYou will learn about:\r\n- The concept and use cases of having a second device\r\n\t- How to protect your online identity and data by separating work and personal activities\r\n- Understanding the Tails anonymous operating system\r\n\t- How Tails integrates with the Tor Onion Network for anonymous browsing and communication\r\n- The principles behind Tor\r\n\t- How to connect to .onion domain websites\r\n- Hands-on installation of Tails\r\n\t- How to install and configure Tails on a USB drive for safe online and offline operations\r\n\r\nReminder: A laptop is required for this activity. Please remember to bring your equipment when registering for this workshop. Temporary internet access will be available for use during the session."},"tags":[],"uri":"https://coscup.org/2026/session/UKW8CB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ULT9T7","type":113,"room":76,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"Mandarin","speakers":["LAMZZQ"],"zh":{"title":"Upgrading Loki with a Canary Deployment: Enhancing Performance and Reducing Costs","describe":"- At LINE Taiwan, we decided to upgrade Loki using a canary deployment strategy.\r\n- Replaced Promtail with Vector to handle logs and send them to Loki.\r\n- Used Vector to replicate real traffic to the new Loki, helping us adjust Loki configurations.\r\n- Improved Loki labels with Vector, significantly enhancing Loki's performance.\r\n- Ultimately saved nearly 70% in machine costs, minimizing backend storage burden."},"en":{"title":"Upgrading Loki with a Canary Deployment: Enhancing Performance and Reducing Costs","describe":"- At LINE Taiwan, we decided to upgrade Loki using a canary deployment strategy.\r\n- Replaced Promtail with Vector to handle logs and send them to Loki.\r\n- Used Vector to replicate real traffic to the new Loki, helping us adjust Loki configurations.\r\n- Improved Loki labels with Vector, significantly enhancing Loki's performance.\r\n- Ultimately saved nearly 70% in machine costs, minimizing backend storage burden."},"tags":[],"uri":"https://coscup.org/2026/session/ULT9T7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UMDF9W","type":97,"room":76,"start":"2025-08-10T14:10:00+08:00","end":"2025-08-10T14:40:00+08:00","language":"英文","speakers":["J33ZET"],"zh":{"title":"在系上搞運算服務的那檔事","describe":"隨著運算需求的快速增長，如何有效管理並最大化運算資源的利用率成為一大挑戰。當節點數量增加，資源調度變得更加複雜，如何確保不同使用者的工作能夠順利執行，並讓整體運算效能發揮到極致？\r\n\r\n本次分享將介紹講者在交大資工建置運算服務時所遇到的實際問題，包括資源分配、服務品質 (QoS) 等挑戰。講者也將分享解決這些問題的經驗，並帶領聽眾了解 Slurm 在高效能運算 (HPC) 環境中的角色，從基本概念到實際應用。\r\n\r\n無論你是對管理大量運算節點有興趣，或是想知道 Slurm 是怎麼運作的，本議程都將帶你了解建置運算服務的概念與實務經驗。"},"en":{"title":"The Journey of Building a Computing Service in Our Department","describe":"As computing demands grow rapidly, effectively managing and maximizing the utilization of computing resources has become a major challenge. As the number of nodes increases, resource scheduling becomes more complex. How can we ensure that jobs from different users run smoothly while maximizing overall computational efficiency?\r\n\r\nIn this talk, the speaker will share the challenges encountered while setting up computing services at the CS department of NYCU, including resource allocation, quality of service and so on. The speaker will also discuss solutions to these issues and introduce the role of Slurm in high-performance computing (HPC) environments, covering both fundamental concepts and practical applications.\r\n\r\nWhether you're interested in managing several compute nodes or want to understand how Slurm operates, this session will provide insights into the key concepts and hands-on experience of managing computing services."},"tags":[],"uri":"https://coscup.org/2026/session/UMDF9W","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UMXKTM","type":113,"room":71,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:20:00+08:00","language":"Mandarin","speakers":["QWPXYT"],"zh":{"title":"用 Odoo 打造補習班管理系統","describe":"分享如何運用 Odoo 這套開源 ERP 系統，協助一間小型補習班建置基礎的人事與教務管理流程，減少手動處理的行政時間。透過現成模組（如 CRM、人事、排程與報名管理）以及少量自訂開發，打造貼近實務需求的解決方案，實現個人工作室數位化轉型。\r\n\r\n本案例顯示，即使是資源有限的小型團隊，也能善用開源工具建立具彈性、可擴充的教務系統，達成低成本、高效率的雙贏目標。"},"en":{"title":"Tutorial Management System with Odoo","describe":"Sharing how to utilize Odoo, an open source ERP system, to help a small tutorial class set up basic HR and teaching management processes and reduce manual administrative time. By using off-the-shelf modules (e.g. CRM, HR, scheduling, and enrollment management) and a little custom development, we were able to create a solution that was close to the needs of the practice, and realize the digital transformation of a personal studio.\r\n\r\nThis case shows that even a small team with limited resources can make good use of open source tools to build a flexible and scalable teaching system, achieving the win-win goal of low cost and high efficiency. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/UMXKTM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UN3JBG","type":117,"room":71,"start":"2025-08-10T15:00:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["9NRTBF"],"zh":{"title":"【BoF】COSCUP 2025 回顧交流 / 2026 願望許願池","describe":"轉眼間，COSCUP 2025 即將落幕。無論你是充滿收穫、留下遺憾，還是已經迫不及待期待 2026，都歡迎你一同參與這場交流，分享你的感想與願望！\r\n\r\n主題簡介：\r\n這將是難得的一小時面對面互動，參與者包含社群夥伴、精彩講者、熱情會眾以及幕後志工們。我們期待透過輕鬆且深度的交流，激盪彼此對 COSCUP 未來的想法與期許。\r\n\r\n活動地點：\r\nRB101（稍稍隱密，但為真正熱愛 COSCUP、致力推廣開源精神的朋友而設）\r\n\r\n主辦與引導：\r\n由議程組志工熱情發起，也可能邀請其他組別志工一同加入主持討論，創造豐富多元的交流氛圍。\r\n\r\n參加方式：歡迎先在[這邊](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?tab=t.0#heading=h.7kug10f2cy3e)  + 1，或於活動時間 3pm-4pm 隨時路過亂入。\r\n\r\nCOSCUP 2025 is coming to an end. Whether you're feeling fulfilled, reflecting on what could have been, or eagerly anticipating 2026, you’re warmly invited to join this session and share your thoughts and wishes!\r\n\r\nAbout this BoF:\r\nEnjoy a valuable hour of face-to-face, interactive discussions with fellow community members, inspiring speakers, enthusiastic attendees, and dedicated volunteers. Through relaxed yet meaningful conversations, we aim to inspire each other with fresh ideas and expectations for the future of COSCUP.\r\n\r\nLocation:\r\nRoom RB101 (a slightly hidden spot, intentionally chosen for those who genuinely cherish COSCUP and are passionate about the open-source movement.)\r\n\r\nHosts & Facilitators:\r\nInitiated by volunteers from the Program Committee, this session may also feature volunteers from other teams, bringing diverse perspectives and ensuring lively discussions.\r\n\r\nIf you love open source and have ideas or experiences to share, don’t miss this wonderful opportunity to connect!"},"en":{"title":"【BoF】COSCUP 2025 Retrospective & Wishes for 2026","describe":"轉眼間，COSCUP 2025 即將落幕。無論你是充滿收穫、留下遺憾，還是已經迫不及待期待 2026，都歡迎你一同參與這場交流，分享你的感想與願望！\r\n\r\n主題簡介：\r\n這將是難得的一小時面對面互動，參與者包含社群夥伴、精彩講者、熱情會眾以及幕後志工們。我們期待透過輕鬆且深度的交流，激盪彼此對 COSCUP 未來的想法與期許。\r\n\r\n活動地點：\r\nRB101（稍稍隱密，但為真正熱愛 COSCUP、致力推廣開源精神的朋友而設）\r\n\r\n主辦與引導：\r\n由議程組志工熱情發起，也可能邀請其他組別志工一同加入主持討論，創造豐富多元的交流氛圍。\r\n\r\n參加方式：歡迎先在[這邊](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?tab=t.0#heading=h.7kug10f2cy3e)  + 1，或於活動時間 3pm-4pm 隨時路過亂入。\r\n\r\nCOSCUP 2025 is coming to an end. Whether you're feeling fulfilled, reflecting on what could have been, or eagerly anticipating 2026, you’re warmly invited to join this session and share your thoughts and wishes!\r\n\r\nAbout this BoF:\r\nEnjoy a valuable hour of face-to-face, interactive discussions with fellow community members, inspiring speakers, enthusiastic attendees, and dedicated volunteers. Through relaxed yet meaningful conversations, we aim to inspire each other with fresh ideas and expectations for the future of COSCUP.\r\n\r\nLocation:\r\nRoom RB101 (a slightly hidden spot, intentionally chosen for those who genuinely cherish COSCUP and are passionate about the open-source movement.)\r\n\r\nHosts & Facilitators:\r\nInitiated by volunteers from the Program Committee, this session may also feature volunteers from other teams, bringing diverse perspectives and ensuring lively discussions.\r\n\r\nIf you love open source and have ideas or experiences to share, don’t miss this wonderful opportunity to connect!"},"tags":[],"uri":"https://coscup.org/2026/session/UN3JBG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UNVNAN","type":113,"room":75,"start":"2025-08-10T14:05:00+08:00","end":"2025-08-10T14:35:00+08:00","language":"中文","speakers":["H9YTTJ"],"zh":{"title":"Rails Active Storage 如何避免被同事攻擊 — 你，懂 BAC 嗎？","describe":"Rails 的 Active Storage 雖然提供了方便的檔案上傳與管理功能，但若開發者忽略了對檔案存取的授權檢查，極可能導致 Broken Access Control（BAC）漏洞，讓使用者能未經授權下載他人的檔案。在這場分享中，我將透過實際的 Rails 範例，展示一個看似正常的 Active Storage 實作如何讓其他人輕鬆取得不該擁有的機密文件。我們也會一步步分析漏洞產生的原因，並提供具體的修補方案。我們可以思考看看，當我們取得使用者的檔案 url 的時候，表示我們就有權限取得使用者的檔案嗎？其實這樣的問題在任何軟體都有可能發生，值得身為開發者的我們多想一點"},"en":{"title":"How to Stop Your Coworker from Hacking Your Active Storage — Do You Even Know BAC?","describe":"Rails' Active Storage provides a convenient way to handle file uploads and management, but if developers overlook authorization checks on file access, it can easily lead to a Broken Access Control (BAC) vulnerability. This allows users to download files they were never meant to access. In this talk, I’ll walk through a real-world Rails example, showing how a seemingly normal Active Storage setup can expose sensitive documents to unauthorized users. We’ll break down how the vulnerability happens step by step and explore practical ways to fix it. And here’s a question worth asking: Just because someone has a file’s URL, does that mean they’re authorized to view it? This kind of issue isn’t unique to Rails—it can happen in any software. As developers, it’s worth taking a moment to think twice."},"tags":[],"uri":"https://coscup.org/2026/session/UNVNAN","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UR9ASQ","type":113,"room":78,"start":"2025-08-09T11:10:00+08:00","end":"2025-08-09T11:40:00+08:00","language":"中文","speakers":["3E7KDP"],"zh":{"title":"Golang clean arch framework for beginners","describe":"本提案將介紹一套以團隊協作為出發點、 Clean Architecture 風格的 Golang HTTP 框架。\r\n\r\n設計目標為提供公司內部專業背景各異的團隊一個可以快速上手並導入的 Golang 框架。盡可能維持遵循社群及開源風格，避免風格強烈的設計來降低入門門檻並維持長期的可發展及維護性。\r\n\r\n此議程以 RESTful API 後端服務為開發範例，提供一個即抄即用、可擴充的架構樣板，並支援資料庫操作、快取、Config、Log 與測試等常見元件，協助開發者快速啟動專案。\r\n\r\n## Agenda\r\n1. 背景及目標\r\n2. Clean Architecture 簡介\r\n3. Project Layout,  Layer and Designs.\r\n4. Q&A - 約 5 分鐘"},"en":{"title":"Golang clean arch framework for beginners","describe":"This proposal introduces the Golang HTTP framework, which starts with team collaboration and a Clean Architecture style.\r\n\r\nThe goal of the design is to provide a Golang framework that can be quickly introduced to teams with different professional backgrounds within a company. The design goal is to provide a Golang framework that can be quickly implemented by teams with different professional backgrounds. We try to follow the community and open-source style as much as possible, avoiding strong style design to lower the threshold of entry and maintain long-term developability and maintainability.\r\n\r\nThis program uses RESTful APIs backend services as development examples, providing a ready-to-use, extensible architecture template, and supporting common components such as database operations, caching, config, log, and testing to help developers start their projects quickly.\r\n\r\n## Target Audience\r\nDevelopers or teams who want to get into Golang development, but lack experience or don't know where to start.\r\n\r\n## Outline\r\n1. Design and why it's designed the way it is - about 5 minutes\r\n2. Introduction to Golang and Clean Arch - about 1 minute\r\n3. Introduction to sample scenarios (API and WS chat room) - about 8 minutes\r\n4. Introduction to Layers - about 8 minutes\r\n5. Q&A - about 5 minutes\r\n\r\n## Knowledge Requirements\r\n- Basic understanding of Golang\r\n- Experience in back-end architecture design is a plus (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/UR9ASQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"URDFEY","type":97,"room":78,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"英文","speakers":["HNDKWA"],"zh":{"title":"Connecting the dots – Web Accessibility through Internationalization and Localization","describe":"In the open-source and global ecosystem, digital (web/mobile) projects must be designed to serve users across languages, cultures, and abilities. This talk delves into how internationalization (i18n) and localization (l10n) complement web accessibility (a11y) standards to create truly inclusive digital experiences—leveraging open-source technologies, libraries, and best practices.\r\n\r\nAttendees will gain insights into:\r\nInternationalization: The technical foundations necessary for adapting content for any language or culture, including character encoding, RTL/LTR design, and internationalized code structures.\r\nLocalization: The process of tailoring a product to meet specific cultural, linguistic, and regulatory requirements, such as translating content, modifying UI elements, and adapting formatting conventions.\r\nWeb Accessibility: Ensuring that web content is robust and accessible to users with disabilities across different locales, focusing on the intersections between i18n, l10n, and accessibility standards (WCAG).\r\n\r\nKey Takeaways:\r\n- How open-source frameworks (e.g., React Intl, Fluent, Format.js) and community-driven projects facilitate i18n, l10n, and a11y.\r\n- Lessons from global brands (ikea, pixar, etc) and OSS projects that integrate multilingual and accessible design.\r\n- Best practices for creating adaptable, inclusive web applications with minimal rework.\r\n\r\nTarget Audience:\r\nOpen-source contributors, frontend developers, UX designers, accessibility advocates, and anyone passionate about making the web more inclusive through OSS."},"en":{"title":"Connecting the dots – Web Accessibility through Internationalization and Localization","describe":"In the open-source and global ecosystem, digital (web/mobile) projects must be designed to serve users across languages, cultures, and abilities. This talk delves into how internationalization (i18n) and localization (l10n) complement web accessibility (a11y) standards to create truly inclusive digital experiences—leveraging open-source technologies, libraries, and best practices.\r\n\r\nAttendees will gain insights into:\r\nInternationalization: The technical foundations necessary for adapting content for any language or culture, including character encoding, RTL/LTR design, and internationalized code structures.\r\nLocalization: The process of tailoring a product to meet specific cultural, linguistic, and regulatory requirements, such as translating content, modifying UI elements, and adapting formatting conventions.\r\nWeb Accessibility: Ensuring that web content is robust and accessible to users with disabilities across different locales, focusing on the intersections between i18n, l10n, and accessibility standards (WCAG).\r\n\r\nKey Takeaways:\r\n- How open-source frameworks (e.g., React Intl, Fluent, Format.js) and community-driven projects facilitate i18n, l10n, and a11y.\r\n- Lessons from global brands (ikea, pixar, etc) and OSS projects that integrate multilingual and accessible design.\r\n- Best practices for creating adaptable, inclusive web applications with minimal rework.\r\n\r\nTarget Audience:\r\nOpen-source contributors, frontend developers, UX designers, accessibility advocates, and anyone passionate about making the web more inclusive through OSS."},"tags":[],"uri":"https://coscup.org/2026/session/URDFEY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UVUW9G","type":113,"room":83,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:40:00+08:00","language":"Mandarin","speakers":["R7ZZSN"],"zh":{"title":"Kuberay：阿里雲 & GKE 都愛用的 Ray on K8s 部署神器","describe":"KubeRay 是一個開源專案，實作了一個 Kubernetes Operator，使我們能夠在 Kubernetes 環境中輕鬆部署 Ray。它提供了豐富的指標（metrics）、容錯機制，以及零停機時間（zero-downtime）的升級支援等等功能，讓 end users 能夠充分發揮 Kubernetes 的彈性與穩定性，來部署各種分散式應用。\r\n\r\n此外，KubeRay 也與多個其他開源專案有良好的整合，像是 Apache YuniKorn、Volcano 等，讓 users 可以根據不同場景彈性選擇要使用哪種 scheduler，使其成為更加高效且可擴展的分散式運算平台。"},"en":{"title":"Kuberay: The Ray on K8s Deployment Utility that Aliyun & GKE Love!","describe":"KubeRay is an open source project that implements a Kubernetes Operator to make it easy to deploy Ray in a Kubernetes environment, providing a rich set of metrics, fault tolerance, and zero-downtime upgrade support to enable end users to take full advantage of the flexibility and stability of Kubernetes to deploy a wide range of distributed applications. users can take full advantage of the flexibility and stability of Kubernetes to deploy a wide range of decentralized applications.\r\n\r\nIn addition, KubeRay is well integrated with many other open source projects, such as Apache YuniKorn, Volcano, etc., allowing users to flexibly choose which scheduler to use according to different scenarios, making it a more efficient and scalable distributed computing platform. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/UVUW9G","co_write":null,"qa":null,"slide":null,"record":null},{"id":"UW7LXA","type":113,"room":91,"start":"2025-08-10T11:30:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":["S7BNMZ","FFMFS8"],"zh":{"title":"中文維基的女性參與","describe":"維基百科女性社群「薇姬的房間」，將分享開放知識平台中的性別落差與DEI（多元、平等、共融）的觀察與行動。作為全球最大的開放知識平台，維基百科雖然標榜「人人可編輯」，但長期以來面臨參與者性別比例失衡、條目內容代表性不足等挑戰。\r\n\r\n本演講將分享社群經營與行動經驗，並搭配兩項實地資料：其一為今年舉辦的工作坊，透過小組討論，，歸納維基百科在功能設計、編輯流程與支持系統上可強化之處；其二為用戶問卷調查，聚焦華文使用者對性別落差的認知差異與回饋。透過案例、數據與社群實踐，討論如何在開放平台中落實更具包容性的參與機制，期盼能激發更多人共同關注與投入知識領域的多元共融實踐。"},"en":{"title":"Women's Participation in Chinese Wiki","describe":"Wikipedia's women's community, Vicky's Room, will share its observations and actions on gender disparity and DEI (Diversity, Equality and Inclusion) on open knowledge platforms. As the world's largest open knowledge platform, Wikipedia boasts that \"everyone can edit\", but it has long faced challenges such as an imbalance in the gender ratio of participants and under-representation of entries.\r\n\r\nThis talk will share the experience of community management and action, and will be accompanied by two field materials: one is a workshop held this year, which summarizes the areas that can be strengthened in Wikipedia's functional design, editing process and support system through group discussion; the other is a user survey focusing on the differences in the perception and feedback of the Chinese users on the gender gap. Through case studies, data and community practices, we will discuss how to implement a more inclusive participation mechanism in an open platform, hoping to inspire more people to pay attention to and participate in pluralistic and inclusive practices in the field of knowledge. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/UW7LXA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"V3FRZR","type":117,"room":81,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T15:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"BoF DAY1 Slot5","describe":"預約你的 BoF 時間（每場次一小時），讓這個周末成為你與朋友們的技術樂園。記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"BoF DAY1 Slot5","describe":"Book a BoF session for an hour and enjoy the weekend with friends. Please review the guidelines and sign up using the following link: \r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/V3FRZR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VBLXY9","type":113,"room":73,"start":"2025-08-10T16:15:00+08:00","end":"2025-08-10T17:00:00+08:00","language":"英文","speakers":["9NRTBF"],"zh":{"title":"（中英雙語）⚡Lightning talk / 閃電秀 ⚡ X Closing","describe":"閃電秀講者指南 / Lightning talk speaker guide\r\n\r\n閃電秀是一個由多場超短時的議程發表構成的一個表演性質居多的活動，通常會被放在獨佔時段，所有會眾都會聚集到這個會議廳觀賞這齣表演，稱之為閃電秀 (Lightning Talks)。\r\n\r\n報名以及了解相關資訊請參考: https://s.coscup.org/lt25\r\n\r\n\r\n閃電秀講者名單:\r\n1. 面海松還可以報名! by Sam\r\n2. # 為專案取名永遠是最困難的 (テAテ) by @RSChiang\r\n3. Welcome to PyCon! FastAPI, CPython, AI by Peter | PyCon TW\r\n4. Introduction FOSS for All by Sungjoon Moon\r\n5. How did COSCUP inspire me to start Hong Kong Open Source Conference? by Sammy Fung\r\n6. iOS Spam by Lumi\r\n7. TWDS Mirror Year Review Rev.2025 by 海豹\r\n8. 開放政府需要幫忙 by Singing Li\r\n9. 讓寫 Blog 就直接開 Obsidian 寫 Markdown by 白龍\r\n10. 中華電信自然人憑証重寫 BUG 重現 Live Demo by 林博仁"},"en":{"title":"⚡Lightning talk⚡ X  Closing Day 2","describe":"Lightning talk speaker guide\r\n\r\nLightning Talks is an event featuring multiple short speeches or presentations, typically held within an exclusive time slot. All attendees gather in the main hall to watch the show.\r\n\r\nPlease refer to the document below for more details: https://s.coscup.org/lt25\r\n\r\nEnglish Speaker List:\r\n1. 面海松還可以報名! by Sam\r\n2. # 為專案取名永遠是最困難的 (テAテ) by @RSChiang\r\n3. Welcome to PyCon! FastAPI, CPython, AI by Peter | PyCon TW\r\n4. Introduction FOSS for All by Sungjoon Moon\r\n5. How did COSCUP inspire me to start Hong Kong Open Source Conference? by Sammy Fung\r\n6. iOS Span by Lumi\r\n7. TWDS Mirror Year Review Rev.2025 by 海豹\r\n8. 開放政府需要幫忙 by Singing Li\r\n9. 讓寫 Blog 就直接開 Obsidian 寫 Markdown by 白龍\r\n10. 中華電信自然人憑証重寫 BUG 重現 Live Demo by 林博仁"},"tags":[],"uri":"https://coscup.org/2026/session/VBLXY9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VDEJDB","type":113,"room":85,"start":"2025-08-10T14:10:00+08:00","end":"2025-08-10T15:10:00+08:00","language":"中文","speakers":["XR8KPJ"],"zh":{"title":"用 n8n 打造智慧化網路維運自動化流程","describe":"透過開源自動化工具 n8n，結合網路監控與維運常見需求（如警示通知、故障排除、流量分析等），本議程將介紹如何使用 n8n 來降低維運成本及維運壓力。"},"en":{"title":"Automate intelligent network maintenance processes with n8n","describe":"By developing n8n as an automation tool and combining it with the common needs of network monitoring and maintenance (e.g., alert notification, troubleshooting, traffic analysis, etc.), this agenda introduces how to use n8n to reduce the maintenance cost and maintenance pressure. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/VDEJDB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VPARNB","type":117,"room":81,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T12:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"【BoF】OPass App Developer Discussion / OPass 應用程式開發者討論","describe":"COSCUP 2025 參與者大調查填了嗎？有用 OPass 來幫祝你安排議程和玩大地遊戲嗎？OPass 自 2016 開發至今歷經許多貢獻者參與，2025 的現在有著 KMP 版本蓄勢待發，想參與嗎？來一起討論吧\r\n\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"en":{"title":"【BoF】OPass App Developer Discussion / OPass 應用程式開發者討論","describe":"COSCUP 2025 參與者大調查填了嗎？有用 OPass 來幫祝你安排議程和玩大地遊戲嗎？OPass 自 2016 開發至今歷經許多貢獻者參與，2025 的現在有著 KMP 版本蓄勢待發，想參與嗎？來一起討論吧\r\n\r\n\r\n※歡迎會眾在 COSCUP 舉辦期間參加 BoF 同好會！請至 [此文件](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) 找到您感興趣的活動，留下您的大名，準時出席！\r\n\r\n- Welcome to participate in the BoF sessions during COSCUP. Please check out [this document](https://docs.google.com/document/d/1iKpXqZxBr7tbBynhyIz4JMkXGi9XpldIU5BTjOVlSLM/edit?usp=sharing) to find the activities that interest you. Feel free to leave your name and join us on time!"},"tags":[],"uri":"https://coscup.org/2026/session/VPARNB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VQ7RTF","type":116,"room":87,"start":"2025-08-10T09:30:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"English","speakers":["XZTHDG"],"zh":{"title":"(ENG) How to find a job abroad and how my open sources experience apply","describe":"Thinking about working abroad but not sure where to begin? This session offers a practical, honest guide for Taiwanese tech professionals exploring global careers. From understanding visa pathways (like Canada’s open work permit or EU’s Blue Card) to adapting resumes for international standards and preparing for culturally diverse interviews, we’ll break down what it really takes to land a job overseas. I’ll also share success stories from those who’ve relocated to Europe and North America, along with common pitfalls and tips for building remote-friendly profiles. Whether you’re targeting relocation or remote roles, this session will help you make informed, confident moves in the global job market.\r\n\r\n想出國工作或探索遠距機會，但不知道從哪裡開始？這場分享整理了我過去五年協助科技人才成功落地歐美職場的經驗，拆解從履歷準備、LinkedIn 優化，到面試關卡與文化適應的每一步。你將學到各國簽證與求職門檻差異、國際履歷標準範例，並認識幾個常被忽略的成功要素。這是一場實用、真實，專為工程師設計的海外求職實戰講座。"},"en":{"title":"How to find a job abroad and how my open sources experience apply","describe":"Thinking about working abroad but not sure where to begin? This session offers a practical, honest guide for Taiwanese tech professionals exploring global careers. From understanding visa pathways (like Canada’s open work permit or EU’s Blue Card) to adapting resumes for international standards and preparing for culturally diverse interviews, we’ll break down what it really takes to land a job overseas. I’ll also share success stories from those who’ve relocated to Europe and North America, along with common pitfalls and tips for building remote-friendly profiles. Whether you’re targeting relocation or remote roles, this session will help you make informed, confident moves in the global job market."},"tags":[],"uri":"https://coscup.org/2026/session/VQ7RTF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VR9SEK","type":113,"room":84,"start":"2025-08-10T14:20:00+08:00","end":"2025-08-10T14:50:00+08:00","language":"中文","speakers":["7TFCEC"],"zh":{"title":"如何打造台版 Edge Impulse TinyML 開發平台","describe":"Edge Impulse是TinyML領域最強的免費開發平台，從資料收集、模型選用、調參訓練、部署優化一站式服務，還支援數百種硬體開發板及多種程式語言，對TinyML初學者是非常棒的工具。由於其強大的功能及數十萬的開發者，2025年已正式被高通合併。台灣為世界主要MCU供應國家，但對於 MCU AI 投入仍不算多，尤其在算法及工具上，未來智慧感測器、工業物聯網甚至各種居家及穿戴式應用都會使用到，如果能有自建版的工具將對台灣在微型AI軟硬體整有很大的助益，而這場分享就會和大家介紹如何打造屬於台灣版的Edge Impulse。"},"en":{"title":"How to Build a Desktop Edge Impulse TinyML Development Platform","describe":"How to Build a Desktop Edge Impulse (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/VR9SEK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VRKZED","type":97,"room":76,"start":"2025-08-10T10:40:00+08:00","end":"2025-08-10T11:10:00+08:00","language":"英文","speakers":["3E8MFG"],"zh":{"title":"Transparency Logs 101: Securing Open Source & Internet with Tessera & TesseraCT","describe":"How can we be sure the open-source software we rely on hasn't been tampered with, or that critical internet infrastructure is behaving as expected? This talk introduces the fundamentals of transparency logs: accurate, immutable, publicly verifiable data. Building with tamper-evident logs means that you can cryptographically prove that the data hasn’t been unexpectedly changed.\r\n\r\nWe will discuss how this technology, famously used in Certificate Transparency, can be broadly applied to secure the open-source software supply chain with Sigstore, and Android Pixel binary transparency.\r\n\r\nTo illustrate these concepts, this talk also introduces Tessera, an open-source Go library for building tile-based transparency logs using these standard formats on both major cloud and on-premises infrastructure, together with TesseraCT, a readily deployable open-source solution for Certificate Transparency using Tessera.\r\n\r\nAttendees will gain insights into a lightweight yet powerful library for building their own reliable and easily maintainable transparency solutions. We will showcase a concrete example of its application.\r\n\r\nNo background knowledge required."},"en":{"title":"Transparency Logs 101: Securing Open Source & Internet with Tessera & TesseraCT","describe":"How can we be sure the open-source software we rely on hasn't been tampered with, or that critical internet infrastructure is behaving as expected? This talk introduces the fundamentals of transparency logs: accurate, immutable, publicly verifiable data. Building with tamper-evident logs means that you can cryptographically prove that the data hasn’t been unexpectedly changed.\r\n\r\nWe will discuss how this technology, famously used in Certificate Transparency, can be broadly applied to secure the open-source software supply chain with Sigstore, and Android Pixel binary transparency.\r\n\r\nTo illustrate these concepts, this talk also introduces Tessera, an open-source Go library for building tile-based transparency logs using these standard formats on both major cloud and on-premises infrastructure, together with TesseraCT, a readily deployable open-source solution for Certificate Transparency using Tessera.\r\n\r\nAttendees will gain insights into a lightweight yet powerful library for building their own reliable and easily maintainable transparency solutions. We will showcase a concrete example of its application.\r\n\r\nNo background knowledge required."},"tags":[],"uri":"https://coscup.org/2026/session/VRKZED","co_write":null,"qa":null,"slide":null,"record":null},{"id":"VWECWP","type":113,"room":83,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:20:00+08:00","language":"英文","speakers":["TQF7HH"],"zh":{"title":"Threat modeling introduction for free software projects","describe":"Among security professionals, threat modeling is considered one of the de-facto standard methods to identify and assess potential security issues of technical systems. By defining and documenting a project's security context (e.g., what problems does it claim to solve, how is it supposed to be used, how is it expected to be operated), defining security objectives and taking a look at how these objectives could be violated by a potential attacker, projects can identify the most relevant security safeguards and spend their valuable time on security measures and practices that actually matter.\r\n\r\nThis session will give an introduction to the basic vocabulary of threat modeling (what are threats, vulnerabilities, risks and counter measures), show how free software projects can get started on defining their project's threat model, what free online resources are available to learn more about threat modeling, and what free and open source tools can be used to document and communicate a threat model to both users and contributors of the project."},"en":{"title":"Threat modeling introduction for free software projects","describe":"Among security professionals, threat modeling is considered one of the de-facto standard methods to identify and assess potential security issues of technical systems. By defining and documenting a project's security context (e.g., what problems does it claim to solve, how is it supposed to be used, how is it expected to be operated), defining security objectives and taking a look at how these objectives could be violated by a potential attacker, projects can identify the most relevant security safeguards and spend their valuable time on security measures and practices that actually matter.\r\n\r\nThis session will give an introduction to the basic vocabulary of threat modeling (what are threats, vulnerabilities, risks and counter measures), show how free software projects can get started on defining their project's threat model, what free online resources are available to learn more about threat modeling, and what free and open source tools can be used to document and communicate a threat model to both users and contributors of the project."},"tags":[],"uri":"https://coscup.org/2026/session/VWECWP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"W3BES9","type":113,"room":73,"start":"2025-08-09T09:00:00+08:00","end":"2025-08-09T09:35:00+08:00","language":"其他","speakers":["9NRTBF"],"zh":{"title":"COSCUP 2025: Welcome Day 1","describe":"Welcome to COSCUP 2025"},"en":{"title":"COSCUP 2025: Welcome Day 1","describe":"Welcome to COSCUP 2025"},"tags":[],"uri":"https://coscup.org/2026/session/W3BES9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"W73B8H","type":113,"room":77,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["EPWFM8"],"zh":{"title":"我把 Xcode 修好了：一個開源小白的大冒險","describe":"## Abstract\r\n\r\n每個人曾經是個開源新手，包括我。這次，我想分享自己第一次參與開源專案、修正 ⁠swift-format 在 Xcode 16 彈出錯誤彈窗的過程 ── 從發現 bug、猶豫要不要動手，到摸索 repo、跌跌撞撞寫下第一個 Pull Request。\r\n\r\n這一路上不只是技術的挑戰，更是自我懷疑到成功突破、與社群建立連結的心路歷程。希望透過我的故事，能讓你看到：即使是開源小白，也能在社群中找到歸屬感，並用一點點勇氣，為大家帶來小小的改變。如果你也曾對開源心動卻遲遲不敢行動，這場分享會是給你的鼓勵和參考。\r\n\r\n## Key Takeaways\r\n\r\n- 其實你不需要很厲害，也可以為開源專案盡一份力\r\n- 只要願意開始，其實「參與開源」比想像中容易\r\n- 原來開源社群其實很溫暖，比你想像的還要包容"},"en":{"title":"How I Fixed Xcode: The Tale of a First-Time Open Source Contributor","describe":"## Abstract\r\n\r\nEveryone was once a newcomer to open source — including me. In this talk, I’ll share the story of my very first contribution: fixing a bug in ⁠swift-format that caused annoying error popups in Xcode 16. From discovering the issue, hesitating at the first step, fumbling through the repo, to finally submitting (and surviving) my first Pull Request, I’ll walk you through the entire journey.\r\n\r\nThis wasn’t just a technical challenge — it was a process of overcoming self-doubt, breaking through my comfort zone, and connecting with the open source community. Through my story, I hope you’ll see that even as a total beginner, you can find a sense of belonging in the community and make a difference with just a little bit of courage. If you’ve ever wanted to join open source but hesitated to take the leap, this talk is for you.\r\n\r\n## Key Takeaways\r\n\r\n- You don’t have to be an expert to make a meaningful contribution to open source\r\n- Getting started is easier than you think—all it takes is the willingness to try\r\n- The open source community is warmer and more welcoming than you might expect"},"tags":[],"uri":"https://coscup.org/2026/session/W73B8H","co_write":null,"qa":null,"slide":null,"record":null},{"id":"W9DPHP","type":113,"room":89,"start":"2025-08-09T11:30:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"中文","speakers":["HYQJNJ"],"zh":{"title":"碳足跡主導查驗員的一天 | 阿柴","describe":"淨零與數位雙軸轉型，理想具有美感但現實很骨感。身為查驗機構的主導查驗員是怎麼看待「一鍵計算碳足跡和溫室氣體盤查報告書」或是「AI幫妳寫ESG報告」這類的數位軟體平台呢? 就讓水深火熱的主稽分享查驗員的一天吧！"},"en":{"title":"A Day in the Life of a Carbon Footprint Lead Inspector","describe":"The dual-axis transformation of net-zero and digital, the ideal is beautiful but the reality is very bone-dry. As a leading researcher in a research organization, what do you think of digital software platforms such as \"one-click calculation of carbon footprint and greenhouse gas inventory report\" or \"AI helps you write ESG report\"? Let's share a day in the life of a lab technician in the hot and humid world of the leading lab technician! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/W9DPHP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WAXMJ7","type":113,"room":73,"start":"2025-08-10T13:10:00+08:00","end":"2025-08-10T13:40:00+08:00","language":"中文","speakers":["NR8XWJ"],"zh":{"title":"MiSheng 謎生—— 一個為實境解謎開發的開源工具","describe":"實境解謎是近幾年新興的互動式遊戲，通常是利用真實場景，搭配虛擬的故事情節，讓玩家可以透過解謎的過程，更深入了解當地的文化與歷史。\r\n\r\n講者在社區大學工作的時期，曾經參與過一款實境解謎的設計，當時是將遊戲架構於 LINE 聊天機器人上，然而，後來因維運不易等問題，無法繼續使用 LINE 聊天機器人，遊戲因此也面臨無法繼續使用的困境。\r\n\r\n不忍心看到心血消失的講者，嘗試找尋「好用+好看+資料自主」的遊戲平台，很可惜這三者幾乎沒有共同交集，於是便決定自己來寫一套，而這便是 MiSheng 的緣起。\r\n\r\nMiSheng 使用試算表來編輯流程、儲存關卡、道具、提示資訊，一來試算表是最多人會使用的軟體，二來，結構化的資料也非常利於程式進行分析、使用。待編輯完試算表後，將檔案丟進 MiSheng 的特定資料夾，便可輕鬆產生屬於自己的實境解謎。\r\n\r\n此外，由於 MiSheng 的程式碼是開源的，未來使用者可以自行下載試算表模板、自行選擇要部署的平台，掌握自己的遊戲資料，甚至是自己開發新功能！不用再擔心平台更迭導致作品不見的風險。\r\n\r\n本講座將分享開發 MiSheng 的過程，歡迎對實境解謎有興趣的朋友一起來參加、討論。"},"en":{"title":"MiSheng - an open source tool for real-world puzzle development","describe":"Real-world puzzles are a new type of interactive games in recent years, usually utilizing real scenes with virtual storylines, allowing players to gain a deeper understanding of the local culture and history through the puzzle process.\r\n\r\nWhen the speaker was working in a community college, he had participated in the design of a real-life puzzle, which was constructed on a LINE chat robot. However, due to the problems of maintenance, the LINE chat robot could not be used any more, and the game was faced with the dilemma of not being able to be used any more.\r\n\r\nNot wanting to see his hard work disappear, the speaker tried to find a game platform that was \"good to use, good to look at, and independent of data\". Unfortunately, these three things hardly intersected with each other, so he decided to write his own, and this is the origin of MiSheng.\r\n\r\nMiSheng uses spreadsheets to edit the flow, store levels, props, and hints. For one thing, spreadsheets are the software most people use, and for another, the structured data is also very convenient for programs to analyze and use. After editing the spreadsheet, drop the file into MiSheng's specific folder, and you can easily generate your own real-world puzzles.\r\n\r\nIn addition, since MiSheng's code is open source, future users can download spreadsheet templates, choose the platforms they want to deploy, master their own game data, and even develop new features on their own! You don't have to worry about the risk of losing your work due to platform changes.\r\n\r\nThis talk will share the process of developing MiSheng, welcome friends who are interested in real-world puzzles to join and discuss. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/WAXMJ7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WBWTV7","type":117,"room":91,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["S7BNMZ"],"zh":{"title":"台灣語言峰會","describe":"每年一度集合台灣各原住民語言、台語、客語，以及各本土語言，共同討論在維基媒體運動下如何強化本土語言的發展。"},"en":{"title":"Taiwan Languages Summit","describe":"The summit is talking about the development of Wikimedia projects in every Taiwan localization languages."},"tags":[],"uri":"https://coscup.org/2026/session/WBWTV7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WC7V38","type":113,"room":93,"start":"2025-08-09T12:30:00+08:00","end":"2025-08-09T13:00:00+08:00","language":"中文","speakers":["YA9Q7B"],"zh":{"title":"源來適你：從台灣工程師取暖團到台灣第一個Apache基金會分部","describe":"《源來適你》的故事，始於兩年前講者一個百無聊賴的夜晚。誰也沒想到，這個最初只是小圈圈裡的閒聊，竟能逐步發展出完善的制度，不僅有資深導師帶領新手探索開源世界，更吸引各領域的技術大牛前來分享經驗。從社群內部交流，到站上國際舞台演講、接受媒體採訪，如今，《源來適你》更已申請成為台灣第一個 Apache 基金會分部。究竟是什麼樣的魔力，讓《源來適你》在一群工程師的「幹話」中，蛻變成如此蓬勃發展的社群？就讓講者帶領我們一同回顧這段不可思議的成長歷程。"},"en":{"title":"From Taiwan Engineers' Warming Crew to Taiwan's First Apache Foundation Chapter","describe":"The story of \"Open Source for You\" began two years ago on a night when the speaker was bored. No one would have thought that what started out as a small circle of casual conversation would gradually develop into a perfect system, not only leading novices to explore the world of open source, but also attracting technical experts in various fields to come and share their experiences. From internal community exchanges to speaking on the international stage and receiving media interviews, Source for You has even applied to become the first Apache Foundation chapter in Taiwan. What kind of magic is it that has transformed \"Source for You\" into such a thriving community through the \"talk\" of a group of engineers? Let's let the speaker guide us through this incredible growth process. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/WC7V38","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WDQJFC","type":113,"room":92,"start":"2025-08-10T15:00:00+08:00","end":"2025-08-10T15:30:00+08:00","language":"其他","speakers":["EEZE3E"],"zh":{"title":"OpenStreetMap kah Wikidata ê 整合 - 台灣上新 ê 例","describe":"M̄-nā sī NSI (https://wiki.openstreetmap.org/wiki/Name_Suggestion_Index)，koh-ū 其他事物lóng ē-tàng連結kàu OpenStreetMap，倒反mā仝款。這久這久以前，社群ū kā 全台灣7千gōa ê 村里全部畫tī OpenStreetMap 頂懸，而且閣加添台灣政府ê 河川代碼清單。\r\n這改ê演講，咱會延伸討論學校、山峰、教會、廟寺佮peh-soaⁿ 路線ê計畫，並且搭配Wikidata的屬性提案共新ê外部資料庫編號kàu Wikidata。咱mā-ē hun-hióng 記錄 ê 方式佮用著ê家私。"},"en":{"title":"OpenStreetMap x Wikidata Collaboration: Taiwan Case","describe":"NSI is quite an important project to cross-link OpenStreetMap and Wikidata, but the story can go further. With the help of the Wikidata Taiwan community, there are some achievements, like the rivers crosslinked (P9170), and the villages mapping and cross-linked (P5020). We also use Wikidata information to double check if the school's basic information, like address or website is correct or not, and adding its coordinates from OpenStreetMap geolocation.\r\n\r\nThe OpenStreetMap Taiwan continues to integrated more Wikidata and external identifier like religious related Chinese Church and Organization Dictionary ID(P13272) and Platform for Taiwan Religion and Folk Culture ID(P13349); hiking related identifier: Hiking Note Trail identifier(P13406), Hiking Note mountain identifier(P13407). \r\n\r\nWe also use automatic approach to make sure both OpenStreetMap and Wikidata records all those entries and information. By the help of Listeria powered by OpenStreetMap, and the datamining  tools Overpass Turobo, to doing some documents and data check."},"tags":[],"uri":"https://coscup.org/2026/session/WDQJFC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WDWK8G","type":113,"room":71,"start":"2025-08-09T11:00:00+08:00","end":"2025-08-09T11:20:00+08:00","language":"中文","speakers":["FXNFRS"],"zh":{"title":"從模仿到設計：用 Odoo 練習企業系統的模組化思維","describe":"## 議程摘要：\r\n在導入 Odoo 或規劃企業系統時，很多人一開始就問：「要怎麼開發這個功能？」\r\n但真正該思考的問題往往是：「這個功能在整體系統裡應該扮演什麼角色？該放在哪個模組？牽涉到哪些資料表與流程邏輯？」\r\n\r\nOdoo 是一個模組化極高的系統，但更重要的是，你是否能讀懂那些模組背後的語言與結構。\r\n這場分享將從「系統設計思維」出發，結合講者在 Odoo 實務導入、客製開發與企業顧問的經驗，帶大家理解：\r\n\r\n* 如何看懂 Odoo 模組的基本結構與功能邏輯（從 model、view 到 action）\r\n* 如何找出現有模組作為範例，模仿其設計並延伸為企業內部需求\r\n* 如何將企業需求轉化為模組化思維，減少重複開發、提升維護效率\r\n* 如何利用開源架構來學習 ERP 的設計哲學與技術路徑\r\n\r\n這不是一場寫程式的教學，而是一堂幫助你「看懂系統、做對規劃」的實戰入門分享。\r\n\r\n\r\n## 預計內容大綱：\r\n- 為什麼選擇 Odoo 作為開源 ERP 平台：約2分鐘\r\n- 客戶需求收集、分析、建議的流程：約5分鐘\r\n- 如何規劃 Odoo 的模組設計、擴充、客製：約8分鐘\r\n- 成功與失敗案例經驗分享：約3分鐘\r\n- 開源開發中的學習與成長：約3分鐘\r\n- Q & A ：約3分鐘"},"en":{"title":"From Imitation to Design: Practicing Modular Thinking for Enterprise Systems with Odoo","describe":"## Agenda Summary:\r\nWhen introducing Odoo or planning an enterprise system, many people start by asking, \"How do I develop this feature?\r\nBut the real question is: \"What role should this feature play in the overall system? Which module should it be placed in? What tables and process logic are involved?\"\r\n\r\nOdoo is a highly modular system, but it's more important that you understand the language and structure behind those modules.\r\nThis talk will start from \"System Design Thinking\" and combine the speaker's experience in Odoo implementation, custom development and enterprise consulting to bring you an understanding:\r\n\r\n* How to understand the basic structure and functional logic of Odoo modules (from model, view to action).\r\n* How to find an existing module as an example, mimic its design and extend it to the internal requirements of the organization.\r\n* How to translate enterprise requirements into a modularized mindset to reduce repetitive development and improve maintenance efficiency.\r\n* How to utilize open source architecture to learn the design philosophy and technology path of ERP.\r\n\r\nThis is not a teaching program, but a practical introduction to help you \"understand the system, do the right planning\" to share.\r\n\r\n\r\n## Expected Content Outline:\r\n- Why choose Odoo as an open source ERP platform: about 2 minutes.\r\n- The process of collecting, analyzing, and proposing customer requirements: about 5 minutes.\r\n- How to plan Odoo's module design, expansion, and customization: about 8 minutes\r\n- Successful and Failure Case Experience Sharing: about 3 minutes\r\n- Learning and growth in open source development: about 3 minutes\r\n- Q & A: about 3 minutes (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/WDWK8G","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WE9GXT","type":113,"room":82,"start":"2025-08-10T12:50:00+08:00","end":"2025-08-10T13:20:00+08:00","language":"英文","speakers":["FTPLAK"],"zh":{"title":"Ethereum Object Format (EOF): Necessary Evil or Needless Complexity?","describe":"The Ethereum Object Format (EOF) was once seen as a long-overdue reform for the Ethereum Virtual Machine — a redesign aiming to solve long-standing architectural flaws in legacy EVM. From simplifying stack operations and enhancing control flow validation, to enabling faster and safer tooling for developers, EOF promised to streamline EVM for smart contract authors, security researchers, and client implementers alike. Its benefits included better stack depth management via DUPN/SWAPN, static code validation, and performant control-flow analysis using CALLF, JUMPF, and structured code sections.\r\n\r\nHowever, despite its technical merits and years of engineering effort, EOF was removed from the upcoming Fusaka upgrade. Why? This talk explores both sides of the debate: the real developer and client pain points EOF attempts to address, and the practical and political hurdles it ultimately couldn’t overcome. These include backward compatibility issues with critical tooling, incompatibility with today’s infrastructure (e.g. gas introspection and library patterns), maintenance burdens for clients, and the uncertainty introduced by future VM directions like RISC-V.\r\n\r\nThis presentation aims to provide a neutral, technical overview of EOF — what it solves, what it breaks, the concerns raised by the community, and its potential impact on the EVM’s network effect. \r\n\r\nWill EOF be abandoned entirely, or could it return in a revised form that offers a win-win solution for all stakeholders?"},"en":{"title":"Ethereum Object Format (EOF): Necessary Evil or Needless Complexity?","describe":"The Ethereum Object Format (EOF) was once seen as a long-overdue reform for the Ethereum Virtual Machine — a redesign aiming to solve long-standing architectural flaws in legacy EVM. From simplifying stack operations and enhancing control flow validation, to enabling faster and safer tooling for developers, EOF promised to streamline EVM for smart contract authors, security researchers, and client implementers alike. Its benefits included better stack depth management via DUPN/SWAPN, static code validation, and performant control-flow analysis using CALLF, JUMPF, and structured code sections.\r\n\r\nHowever, despite its technical merits and years of engineering effort, EOF was removed from the upcoming Fusaka upgrade. Why? This talk explores both sides of the debate: the real developer and client pain points EOF attempts to address, and the practical and political hurdles it ultimately couldn’t overcome. These include backward compatibility issues with critical tooling, incompatibility with today’s infrastructure (e.g. gas introspection and library patterns), maintenance burdens for clients, and the uncertainty introduced by future VM directions like RISC-V.\r\n\r\nThis presentation aims to provide a neutral, technical overview of EOF — what it solves, what it breaks, the concerns raised by the community, and its potential impact on the EVM’s network effect. \r\n\r\nWill EOF be abandoned entirely, or could it return in a revised form that offers a win-win solution for all stakeholders?"},"tags":[],"uri":"https://coscup.org/2026/session/WE9GXT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WHX9FJ","type":113,"room":95,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"Mandarin","speakers":["DLBWBK"],"zh":{"title":"走進開源韌體世界：從 EDK II 社群到歐洲開源舞臺","describe":"本次演講將分享參與海外開源韌體社群的經驗，從投入 EDK II 社群的歷程談起，EDK II 是 UEFI 韌體的開源實作，社群參與者來自全球各地，涵蓋硬體廠商、設備製造商、以及對韌體技術有興趣的個人開發者。此議程會說明如何從一位初學者，透過閱讀原始碼、修正小問題、參與討論，逐步成為技術貢獻者，進而融入社群、與全球開源開發者合作，並最終登上歐洲最大開源研討會 FOSDEM 演講的心路歷程。\r\n\r\n希望透過這場分享，讓有志參與大型開源專案的開發者，能夠對於如何起步有更清晰的方向，同時也讓更多人認識參與開源社群是一場個人成長與國際視野拓展的旅程。也期望能鼓勵更多來自台灣的開發者走進海外開源社群，在國際舞台上發揮影響力。"},"en":{"title":"Breaking into the Open Source Firmware World: From the EDK II Community to the European Stage","describe":"In this talk, I will share my experiences in the open-source firmware field, beginning with my journey in the EDK II community. EDK II is an open-source implementation of UEFI firmware, with contributors from around the world, including hardware vendors, device manufacturers, and individual developers interested in firmware technology. I will explain how I started as a beginner by reading source code, fixing minor issues, and participating in discussion threads. Step by step, I became a technical contributor, integrated into the community, collaborated with global open-source developers, and eventually had the opportunity to speak at FOSDEM, the largest open-source conference in Europe.\r\n\r\nThrough this talk, I hope to give aspiring developers who want to participate in large-scale open-source projects a clearer idea of how to get started. I also want to highlight that being part of an open-source community is not only about writing code. It is also a journey of personal growth and expanding one’s global perspective. I aim to encourage more developers from Taiwan to engage with the international open-source community and enhance their global impact."},"tags":[],"uri":"https://coscup.org/2026/session/WHX9FJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WK8N3A","type":113,"room":89,"start":"2025-08-10T14:30:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"英文","speakers":["EEE838"],"zh":{"title":"Building Trust: How ExpressVPN Embraces Open Source Hardware for Security and Transparency","describe":"At ExpressVPN, we're constantly exploring new ways to enhance privacy and security. One area that's captured our attention is open source hardware - particularly RISC-V - which we see as a natural evolution in building more transparent infrastructure. Just as Linux transformed software, we think RISC-V could bring similar innovation to hardware. We've already open-sourced our Lightway protocol, and we're exploring how to extend this transparency philosophy deeper into our stack - including potentially our TrustedServer platform. Now we're investigating how open hardware fits into our broader zero trust strategy. The idea is simple: when you can inspect and verify every layer of the stack, from silicon to software, you create new possibilities for security and innovation. What's particularly interesting about RISC-V is the flexibility it offers. We're exploring how custom hardware could better serve privacy needs - whether that's purpose-built VPN appliances, local devices for privacy-preserving AI, or edge computing solutions that keep data under user control. It's about having options beyond off-the-shelf hardware that wasn't designed with privacy in mind.\r\n\r\nIn this talk, I'll share: · How open hardware complements our existing transparency initiatives · What we're learning from our early RISC-V investigations · Potential use cases we're excited about (from infrastructure to edge devices) · Why we think local AI processing and custom hardware matter for privacy · The practical challenges and opportunities we're discovering We're approaching this thoughtfully - open hardware is one piece of how we're building the future of privacy technology. If you're curious about where RISC-V fits in the evolving privacy landscape, or how organizations can start exploring these possibilities, let's discuss what we're learning on this journey."},"en":{"title":"Building Trust: How ExpressVPN Embraces Open Source Hardware for Security and Transparency","describe":"At ExpressVPN, we're constantly exploring new ways to enhance privacy and security. One area that's captured our attention is open source hardware - particularly RISC-V - which we see as a natural evolution in building more transparent infrastructure. Just as Linux transformed software, we think RISC-V could bring similar innovation to hardware. We've already open-sourced our Lightway protocol, and we're exploring how to extend this transparency philosophy deeper into our stack - including potentially our TrustedServer platform. Now we're investigating how open hardware fits into our broader zero trust strategy. The idea is simple: when you can inspect and verify every layer of the stack, from silicon to software, you create new possibilities for security and innovation. What's particularly interesting about RISC-V is the flexibility it offers. We're exploring how custom hardware could better serve privacy needs - whether that's purpose-built VPN appliances, local devices for privacy-preserving AI, or edge computing solutions that keep data under user control. It's about having options beyond off-the-shelf hardware that wasn't designed with privacy in mind.\r\n\r\nIn this talk, I'll share: · How open hardware complements our existing transparency initiatives · What we're learning from our early RISC-V investigations · Potential use cases we're excited about (from infrastructure to edge devices) · Why we think local AI processing and custom hardware matter for privacy · The practical challenges and opportunities we're discovering We're approaching this thoughtfully - open hardware is one piece of how we're building the future of privacy technology. If you're curious about where RISC-V fits in the evolving privacy landscape, or how organizations can start exploring these possibilities, let's discuss what we're learning on this journey."},"tags":[],"uri":"https://coscup.org/2026/session/WK8N3A","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WMFWBA","type":113,"room":83,"start":"2025-08-10T10:50:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"中文","speakers":["DB8PFC"],"zh":{"title":"適合新手的非程式碼貢獻：Kubernetes Release Team 簡介","describe":"從很大的社群（e.g. Kubernetes）中找到要貢獻的地方真的很難，有其他很好入門的地方嗎？\r\n來看看 CNCF 生態系最大的專案 —— Kubernetes 社群 SIG Release 的 Release Team 吧！從功能改善、CI 訊號、文件、公關等需要有各領域的成員加入，詳細介紹一下制度和會議進行，可以一探究竟每一季 Kubernetes 新版本出現前會有哪些內容進行吧！"},"en":{"title":"Non-Code Contributions for Beginners: Introduction to the Kubernetes Release Team","describe":"It's really hard to find places to contribute from a big community (e.g. Kubernetes), is there another good place to start?\r\nTake a look at the Release Team of the Kubernetes Community SIG Release, the largest project in the CNCF ecosystem! From functionality improvement, CI signaling, documentation, PR, etc., we need members from various fields to join us. We will introduce the system and meetings in detail, so that you can find out what will be done before the new release of Kubernetes in each quarter! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/WMFWBA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WN9RDZ","type":113,"room":79,"start":"2025-08-09T15:00:00+08:00","end":"2025-08-09T15:30:00+08:00","language":"Mandarin","speakers":["NYAHUJ","NGWBDW"],"zh":{"title":"藉由 sched_ext 實作客製化 Linux CPU 排程器","describe":"\"I'm also not a believer in the argument that has been used (multiple times) that the BPF scheduler would keep people from participating in scheduler development.\" - Linus Torvalds\r\n\r\nLinux v6.12 引入的 `sched_ext` (scx) 允許開發者藉由 eBPF，在使用者空間動態載入或抽換 CPU 排程器。本議程嘗試結合機器學習，利用 BPF map 彙整 CPU 排程相關事件資料，依據推論動態調整 time slice、CPU affinity 與 task migration。預計探討以下：\r\n\r\n* 回顧 CFS/EEVDF\r\n* `sched_ext` 的創新和相關機制\r\n* 從客製化的 FCFS/RR 排程器到機器學習，並引入負載預測機制\r\n* Retargeting upstream schedulers"},"en":{"title":"Building a Custom Linux CPU Scheduler with sched_ext","describe":"\"I'm also not a believer in the argument that has been used (multiple times) that the BPF scheduler would keep people from participating in scheduler development.\" - Linus Torvalds\r\n\r\nIntroduced in Linux v6.12, `sched_ext` (scx) empowers developers to implement custom CPU schedulers using eBPF, enabling dynamic loading and replacement of schedulers from user space. This talk explores integrating machine learning with scheduling, leveraging BPF maps to aggregate event data and dynamically adjust time slices, CPU affinity, and task migration based on inference results. Key discussion points include:\r\n\r\n* A review of CFS and EEVDF\r\n* Innovations and mechanisms behind sched_ext\r\n* Evolution from custom FCFS/RR schedulers to ML-based load prediction and adaptation\r\n* Retargeting upstream schedulers"},"tags":[],"uri":"https://coscup.org/2026/session/WN9RDZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WNSJ37","type":97,"room":77,"start":"2025-08-09T16:00:00+08:00","end":"2025-08-09T16:30:00+08:00","language":"英文","speakers":["VRJU3L"],"zh":{"title":"CPU resource allocation with cgroups v2 and systemd","describe":"Cgroups are a Kernel feature that allow system designers to define specific resource allocations to groups of applications in a hierarchically manner. This session will demonstrate the use of cgroupsv2 on a resource constrained system, and how these can be configured in via systemd, to demonstrate how these can be used to prevent rogue processes from consuming all the available resources, and what can also be done to constrain real-time tasks."},"en":{"title":"CPU resource allocation with cgroups v2 and systemd","describe":"Cgroups are a Kernel feature that allow system designers to define specific resource allocations to groups of applications in a hierarchically manner. This session will demonstrate the use of cgroupsv2 on a resource constrained system, and how these can be configured in via systemd, to demonstrate how these can be used to prevent rogue processes from consuming all the available resources, and what can also be done to constrain real-time tasks."},"tags":[],"uri":"https://coscup.org/2026/session/WNSJ37","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WNUSPR","type":113,"room":84,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T13:30:00+08:00","language":"英文","speakers":["GTSFWG"],"zh":{"title":"SmartTB5：結合TinyFusion邊緣AI模組的5G移動式智慧機器人","describe":"本次報告主要介紹一款創新的5G啟用移動式機器人系統——SmartTB5。該系統整合了TinyFusion邊緣AI模組的感知智能與TurtleBot3平台的自主移動能力 展示如何在不依賴雲端運算的情況下 利用Tiny Machine Learning TinyML）實現在嵌入式硬體上的即時感知與反應。\r\nTinyFusion 是一款客製化設計的低功耗嵌入式模組 支援運行基於 Edge Impulse 與 TensorFlow Lite for Microcontrollers 平台的 TinyML 模型。模組內建音訊、震動、視覺與環境等多種感測器 能即時蒐集環境資料 並透過訓練完成的機器學習模型於地端進行運算與推論。\r\nTinyML的流程由感測器資料蒐集 透過Edge Impulse平台進行資料預處理、特徵萃取 音訊使用MFCC 震動使用FFT）、模型訓練與量化。完成訓練後 模型被量化並轉換為 TFLite Micro 格式 並部署至TinyFusion模組於裝置端即時推論 偵測特定模式或異常事件。\r\n在SmartTB5的系統架構中 TinyFusion作為AI前端感知單元 進行訊號分析並產生推論結果，，例如：「玻璃破裂偵測」、「跌倒偵測」、「有人接近」。這些結果會透過UART或AT指令傳輸至搭載ROS 機器人作系系統）的TurtleBot3 。當TurtleBot3接收到結果時 會執行相應動作 例如導航至指定位置、避開障礙物、觸發警報 或將狀態資訊回傳至遠端儀表板。\r\n透過 TinyFusion 在地端進行推論 可有效降低延遲 、節省網路頻寬並提升隱私性 非常適用於離線或低連線品質的場域 。外， 整個系統支援 5G 與 Wi-Fi 的連線 可實現遠端監控、OTA (Over-the-Air 空中更新) 甚至是多機器人協同作系等應用。\r\n典型應用情境： • 智慧巡邏與自主室內導航 • 工系或智慧家庭的異常行為偵測 • 高齡者照護中的跌倒或緊急情況偵測 • 以語音或手勢控制機器人\r\nSmartTB5設計模組化且友善開源 開發者可自行蒐集資料集、透過Edge Impulse重新訓練模型 並快速部署至TinyFusion模組中進行測試與迭代 非常適合學術研究、機器人競賽或AIoT產品原型開發。\r\n本次發表將介紹整體系統架構、TinyML 訓練流程、TinyFusion 與 TurtleBot3 之間的通訊設計與實驗成果 並探討 TinyML 在嵌入式機器人部署所面臨的挑戰 提供對未來邊緣 AI 應用的深入見解。"},"en":{"title":"SmartTB5: A 5G-Enabled Mobile Robot Powered by TinyFusion Edge AI Module","describe":"This presentation introduces a novel 5G-enabled mobile robotic system named SmartTB5, which integrates the sensory intelligence of the TinyFusion edge AI module with the autonomous mobility of the TurtleBot3 platform. The objective of this project is to demonstrate how Tiny Machine Learning (TinyML) can be deployed on embedded hardware to enable real-time robotic perception and action without relying on cloud-based computation.\r\nTinyFusion is a custom-designed, low-power embedded module capable of running TinyML models using platforms such as Edge Impulse and TensorFlow Lite for Microcontrollers. Equipped with multiple onboard sensors including audio, vibration, visual, and environmental sensing. TinyFusion collects live input data from the environment. This data is then processed locally using lightweight, pre-trained machine learning models that have been trained, optimized, and deployed directly to the device.\r\nThe TinyML workflow begins with collecting data from sensors, which is then used to train models using Edge Impulse. This platform provides tools for data preprocessing, feature extraction (e.g., MFCC for audio, FFT for vibration), model training, and model optimization. The resulting models are quantized to reduce memory usage and exported in a format suitable for embedded deployment. Once deployed to TinyFusion, the device performs on-device inference, detecting patterns or anomalies in real time.\r\nIn the SmartTB5 architecture, TinyFusion serves as the sensory AI front-end, responsible for analyzing input signals and producing inference results (such as \"glass breaking detected\", \"fall detected\", or \"person approaching\"). These results are sent via serial communication (UART or AT commands) to the TurtleBot3, which runs the Robot Operating System (ROS). Upon receiving the inference result, TurtleBot3 executes corresponding actions such as navigating to a location, avoiding obstacles, triggering an alarm, or sending a status update to a remote dashboard.\r\nBy performing inference locally on TinyFusion, the system minimizes latency, conserves network bandwidth, and enhances privacy. It is also well-suited for offline or low-connectivity environments. The entire system supports 5G or Wi-Fi communication, enabling use cases such as remote monitoring, over-the-air updates, and cloud-assisted multi-robot coordination if needed.\r\nUse case scenarios include:\r\n•Smart patrol and autonomous indoor navigation\r\n•Anomaly detection for industrial or smart home environments\r\n•Fall or distress detection in elder care scenarios\r\n•Voice-activated or gesture-triggered robot control\r\nThe design of SmartTB5 is modular and open-source friendly. Developers can collect their own datasets, retrain models via Edge Impulse, and easily deploy them to TinyFusion for testing and iteration. This makes the system ideal for academic research, robotics competitions, or real-world AIoT product development.\r\nThis session will present the system architecture, the TinyML training workflow, communication design between TinyFusion and TurtleBot3, and demonstration results. It will also explore the challenges of TinyML deployment in embedded robotics and offer insights into how this architecture can empower next-generation edge AI applications."},"tags":[],"uri":"https://coscup.org/2026/session/WNUSPR","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WPRXXB","type":113,"room":94,"start":"2025-08-09T14:20:00+08:00","end":"2025-08-09T14:50:00+08:00","language":"English","speakers":["3VF3BU"],"zh":{"title":"Typoglycemia: An Experimental Study between Complexities and Cognitive Levels","describe":"Do you know the phenomenon named typoglycemia? When humans read a text, they can read it smoothly if the first and last characters of words are fixed, even though the middle characters are scrambled. That phenomenon is known as typoglycemia.\r\n\r\nA research team in our laboratory used the open-source software tool Twine and some Python scripts to build a platform to test the correlation between the complexity of the typoglycemified text and humans' cognitive levels.\r\n\r\nIn this talk, I would like to explain the following: 1. The typoglycemia phenomenon; 2. Defining the typoglycemia-complexity metrics (typoglycemia level); 3. How we built the experiment system using OSS tools; 4. The results of the experiment and how we analyzed the results.\r\n\r\nOur experiment's essential novelty and fundamental idea is that we defined the typoglycemia metrics. There are several studies on this topic, whereas no investigations have suggested the complexities of the typoglycemified text so far. We also provided all the tools as open-source tools, which can be accessed on GitHub. Then, you can experiment to confirm the results."},"en":{"title":"Typoglycemia: An Experimental Study between Complexities and Cognitive Levels","describe":"Do you know the phenomenon named typoglycemia? When humans read a text, they can read it smoothly if the first and last characters of words are fixed, even though the middle characters are scrambled. That phenomenon is known as typoglycemia.\r\n\r\nA research team in our laboratory used the open-source software tool Twine and some Python scripts to build a platform to test the correlation between the complexity of the typoglycemified text and humans' cognitive levels.\r\n\r\nIn this talk, I would like to explain the following: 1. The typoglycemia phenomenon; 2. Defining the typoglycemia-complexity metrics (typoglycemia level); 3. How we built the experiment system using OSS tools; 4. The results of the experiment and how we analyzed the results.\r\n\r\nOur experiment's essential novelty and fundamental idea is that we defined the typoglycemia metrics. There are several studies on this topic, whereas no investigations have suggested the complexities of the typoglycemified text so far. We also provided all the tools as open-source tools, which can be accessed on GitHub. Then, you can experiment to confirm the results."},"tags":[],"uri":"https://coscup.org/2026/session/WPRXXB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WQYFTS","type":116,"room":82,"start":"2025-08-09T15:30:00+08:00","end":"2025-08-09T16:00:00+08:00","language":"中文","speakers":["ARTSAT"],"zh":{"title":"ERC-3643 Token Standard for RWA","describe":"ERC-3643 是以太坊區塊鏈上一個專門針對受限制資產（Restricted Asset）的代幣標準。這個標準是基於 ERC-20 代幣標準進一步擴展，設計用於符合法規和合規要求的特定資產，如證券、債券、證券化資產等，允許在區塊鏈上進行安全且受監管的資產交易。\r\n\r\n大綱\r\n1. Successful RWA: BlackRock BUIDL (5 min)\r\n\r\n2. BUIDL smart contract modules (5 min)\r\n\r\n3. Compare to BUIDL, a more flexible permission control in ERC-3643 (5 min)\r\n\r\n4. ERC-3643 smart contract modules (10 min)\r\n\r\n5. QA (5 min)"},"en":{"title":"ERC-3643 Token Standard for RWAs","describe":"ERC-3643 is a token standard on the Ethereum blockchain specifically designed for restricted assets. This standard is an extension of the ERC-20 token standard and is intended for assets that must comply with legal and regulatory requirements, such as securities, bonds, and securitized assets. It enables secure and regulated asset transactions on the blockchain.\r\n\r\nOutline:\r\n\r\n1. Successful RWA: BlackRock BUIDL (5 min)\r\n\r\n2. BUIDL smart contract modules (5 min)\r\n\r\n3. Compared to BUIDL, a more flexible permission control in ERC-3643 (5 min)\r\n\r\n4. ERC-3643 smart contract modules (10 min)\r\n\r\n5. Q&A (5 min)"},"tags":[],"uri":"https://coscup.org/2026/session/WQYFTS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WS8HGA","type":116,"room":82,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"英文","speakers":["8WM9UR"],"zh":{"title":".eth 2.0: Dissecting the Design of ENS v2 and Migration Steps","describe":"ENS v2 re-imagines the .eth registry from the ground up. Instead of stuffing every name into a single L1 contract as v1 did, it assigns each .eth its own registry on Namechain, a custom ZK rollup purpose-built for ENS. This new layout preserves the mainnet security guarantees ENS users trust while cutting registration and renewal costs by orders of magnitude and delivering near-instant finality. We’ll compare the v1 and v2 data flows, show how the Universal Resolver and Onchain Chain Identifiers evolve to support richer record types, and outline the migration’s high-level path so wallets, dapps, and infrastructure providers know what will change and when. Walk away ready to integrate ENS v2 the moment it lands."},"en":{"title":".eth 2.0: Dissecting the Design of ENS v2 and Migration Steps","describe":"ENS v2 re-imagines the .eth registry from the ground up. Instead of stuffing every name into a single L1 contract as v1 did, it assigns each .eth its own registry on Namechain, a custom ZK rollup purpose-built for ENS. This new layout preserves the mainnet security guarantees ENS users trust while cutting registration and renewal costs by orders of magnitude and delivering near-instant finality. We’ll compare the v1 and v2 data flows, show how the Universal Resolver and Onchain Chain Identifiers evolve to support richer record types, and outline the migration’s high-level path so wallets, dapps, and infrastructure providers know what will change and when. Walk away ready to integrate ENS v2 the moment it lands."},"tags":[],"uri":"https://coscup.org/2026/session/WS8HGA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WSUGXZ","type":113,"room":71,"start":"2025-08-09T14:00:00+08:00","end":"2025-08-09T14:20:00+08:00","language":"中文","speakers":["9TBEK8"],"zh":{"title":"ODOO不是 BI，但我們用它做出類 Power BI 的即時報表","describe":"🧭 講者：張秦誌 Harry Chang｜COSCUP 2025.08\r\n透過 Odoo 17 + OCA 第三方模組（無需修改程式），我們將 Spreadsheet 轉化為 ERP 中的「輕量級 BI 腦袋」。以床墊銷售報表為案例，展示從圖表 → 儀表板 → 故事（含 Drill Down 分析）完整呈現流程，結合團隊與通路維度進行洞察。\r\n\r\n💡 重點特色：\r\n\r\n不靠外部 BI 工具，社群版使用第三方模組支援即可實作多維即時報表\r\n\r\n使用者可「看得懂、改得動」，適合非技術人員\r\n\r\n支援多種圖表、計分卡、拖曳調整等互動式儀表板操作\r\n\r\n可進一步優化圖表種類與資料暫存架構以強化效能\r\n\r\n📦 資源與模組：\r\nOdoo 17 + spreadsheet_dashboard_oca, spreadsheet_oca\r\n\r\n🔧 建議與補充：\r\n建立「資料暫存區」以支援跨模組分析"},"en":{"title":"Odoo Is Not a BI Tool, But We Made One Anyway","describe":"This talk demonstrates how we leveraged Odoo 17 and community spreadsheet modules to build Power BI-like dashboards directly inside the ERP system, without relying on external BI platforms. Through real sales data storytelling and drill-down insights, we’ll show how open source ERP can support dynamic, native, and user-friendly business analysis — from metrics to visual charts to executive summaries."},"tags":[],"uri":"https://coscup.org/2026/session/WSUGXZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WUV8DF","type":116,"room":78,"start":"2025-08-10T12:00:00+08:00","end":"2025-08-10T12:30:00+08:00","language":"中文","speakers":["KPUD9G"],"zh":{"title":"用 any 斬殺所有錯誤的勇者，轉生靠 let 和 const 覺醒型別之力，展開 TypeScript 之旅","describe":"分享將從 JavaScript 角度切入 TypeScript 的核心，跳過複雜的進階語法（如 Utility Types），直接透過由淺入深的範例，剖析新手最常遇到的錯誤（如 implicitly has an 'any' type），一步步建立扎實的型別思維以及認識型別安全機制。\r\n\r\n型別來源 (註記 vs. 推論)：\r\n- 從 default parameters 的 any 錯誤，認識 Explicit Types (型別註記) 與 Implicit Types (型別推論) 機制。\r\n\r\n型別廣度 (let vs. const)：\r\n- 比較 let 與 const，理解 Type Widening (通用型別) 與 Literal Type (精確定義)。"},"en":{"title":"The Hero Who Used “any” to Kill All Errors: Reborn with let & const to Master TypeScript!","describe":"This talk introduces TypeScript through the lens of JavaScript. Rather than diving into complex syntax like Utility Types or advanced type definitions, we’ll focus on core concepts that are essential when working with TypeScript in native JavaScript contexts. Using progressive examples and real-world beginner mistakes—like the infamous “implicitly has an ‘any’ type” error—we’ll build a solid understanding of type systems and how to design type-safe logic step by step.\r\n\r\n⸻\r\n\r\nWhy TypeScript?\r\n\t•\tUnderstand the practical benefits of static type checking, autocompletion, and intelligent hints during development.\r\n\r\nWhere Do Types Come From? (Annotation vs. Inference)\r\n\t•\tLearn how TypeScript determines types through default parameter examples, and explore the difference between explicit types (type annotations) and implicit types (type inference).\r\n\r\nType Precision and Scope (let vs. const)\r\n\t•\tCompare let and const declarations to understand type widening (more general types) vs. literal types (narrow, precise values).\r\n\r\nCommon TypeScript Pitfalls (and JS Misconceptions)\r\n\t•\tWhy inferred types can’t always be reassigned\r\n\t•\tThe difference between immutability and readonly for objects and arrays\r\n\t•\tWhy TypeScript restricts undefined property access\r\n\t•\tThe double-edged sword of as vs. the benefits of as const\r\n\t•\tThe dangers of overusing any—how “AnyScript” leads to unsafe code"},"tags":[],"uri":"https://coscup.org/2026/session/WUV8DF","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WVCWXV","type":113,"room":75,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T11:00:00+08:00","language":"English","speakers":["NMD8EY"],"zh":{"title":"What is happening with strings in Ruby and why is it feeling chilly? 🥶","describe":"1. What is happening with strings in the Ruby source code? \r\n2. Ruby Archaeology: How did we get frozen strings with a magic comment in the first place? \r\n2. What effect will this have on everyday Rubyists? \r\n3. What are \"chilled\" strings? Is it just like shaved ice with mango? \r\n4. Why do we even freeze strings in Ruby? \r\n5. What will change? \r\n\r\nA deep dive into strings in Ruby. The Ruby string.c file is currently 13,198 lines long (in contrast, if you exclude comments, the string.rb file is only one line of code!), so it should come as no surprise that it's sometimes not easy to follow what is changing around there. \r\n\r\nWith Ruby 3.4, we got chilled strings, and after that, we can get rid of the magic comments that probably decorate almost all of our Ruby files! Not so fast, though. What are chilled strings? And why do we have to keep the magic comments in our files for a little bit longer? \r\n\r\nBut why is this change happening, and what historical background does it have? What will it mean for ordinary Rubyists like us? \r\n\r\nAnd we'll take a look at what Matz said before Ruby 3: \"All String literals are immutable (frozen) on Ruby 3\". Will this finally be true for Ruby? \r\n\r\nAnd actually, there is a way of getting default frozen strings on current Rubies too... like almost always with Ruby, there is a gem for that."},"en":{"title":"What is happening with strings in Ruby and why is it feeling chilly? 🥶","describe":"1. What is happening with strings in the Ruby source code? \r\n2. Ruby Archaeology: How did we get frozen strings with a magic comment in the first place? \r\n2. What effect will this have on everyday Rubyists? \r\n3. What are \"chilled\" strings? Is it just like shaved ice with mango? \r\n4. Why do we even freeze strings in Ruby? \r\n5. What will change? \r\n\r\nA deep dive into strings in Ruby. The Ruby string.c file is currently 13,198 lines long (in contrast, if you exclude comments, the string.rb file is only one line of code!), so it should come as no surprise that it's sometimes not easy to follow what is changing around there. \r\n\r\nWith Ruby 3.4, we got chilled strings, and after that, we can get rid of the magic comments that probably decorate almost all of our Ruby files! Not so fast, though. What are chilled strings? And why do we have to keep the magic comments in our files for a little bit longer? \r\n\r\nBut why is this change happening, and what historical background does it have? What will it mean for ordinary Rubyists like us? \r\n\r\nAnd we'll take a look at what Matz said before Ruby 3: \"All String literals are immutable (frozen) on Ruby 3\". Will this finally be true for Ruby? \r\n\r\nAnd actually, there is a way of getting default frozen strings on current Rubies too... like almost always with Ruby, there is a gem for that."},"tags":[],"uri":"https://coscup.org/2026/session/WVCWXV","co_write":null,"qa":null,"slide":null,"record":null},{"id":"WZ9C7G","type":113,"room":74,"start":"2025-08-09T11:10:00+08:00","end":"2025-08-09T11:40:00+08:00","language":"Mandarin","speakers":["FGFG8Y"],"zh":{"title":"成為 pub.dev 的貢獻者","describe":"pub.dev 是官方的 Flutter 套件管理服務，Fliutter 與 Dart 工程師從第一天接觸這套開發框架開始，就一定會使用 pub.dev 上的各種套件。這場分享的內容包括\r\n\r\n- 如何開始撰寫屬於自己的 Flutter/Dart 套件\r\n- 發布到 pub.dev 的流程\r\n- pub.dev 的品質要求\r\n- 維護 Flutter 套件的挑戰"},"en":{"title":"Contributing packages to pub.dev","describe":"pub.dev is the official Flutter package management service, and Fliutter and Dart engineers have been using the various packages on pub.dev since their first day with the development framework. This session covers the following topics\r\n\r\n- How to start writing your own Flutter/Dart packages\r\n- The process of publishing to pub.dev\r\n- Quality requirements for pub.dev\r\n- Challenges of maintaining Flutter packages (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/WZ9C7G","co_write":null,"qa":null,"slide":null,"record":null},{"id":"X338CA","type":113,"room":75,"start":"2025-08-10T15:15:00+08:00","end":"2025-08-10T15:45:00+08:00","language":"中文","speakers":["WEYURA"],"zh":{"title":"Crafting AI-Driven Workflows for Ruby","describe":"今年 AI 變化的速度就跟這場演講的主題被改掉的速度一樣，我們將會從原本的 AI-Friendly 變成 AI-Driven 討論如何使用 AI 來驅動軟體開發。\r\n\r\n我們從 Machine Learning 的基本概念開始理解，使用 Claude Code 實現 In-Context Training，以 Ruby 為例子來說明針對專案客製化的訓練方式。"},"en":{"title":"Crafting AI-Driven Workflows for Ruby","describe":"The speed of AI evolution this year is on par with the rate at which this talk's topic was changed. We'll shift from being AI-friendly to AI-driven, exploring how to use AI to power software development.\r\n\r\nWe'll start with the foundational concepts of Machine Learning and use Claude Code to demonstrate in-context training. The talk will use Ruby as an example to illustrate how to customize training for specific projects."},"tags":[],"uri":"https://coscup.org/2026/session/X338CA","co_write":null,"qa":null,"slide":null,"record":null},{"id":"X3GLMU","type":113,"room":77,"start":"2025-08-10T14:10:00+08:00","end":"2025-08-10T14:40:00+08:00","language":"English","speakers":["GKAG3J"],"zh":{"title":"Interprocess Music/Audio Signals Routing Paradigm in Modern Linux : Sound interoperation within Linux (and Other OSes) using PipeWire and more","describe":"In the past, sound system was designed to handle the tasks only within a single monolithic software in a single computer.  However, the demand of  modern Multimedia system often requires sequencing a serial Multimedia events, beyond just the PCM wav data, which may also includes MIDI or lighting control signals together with video data , before the final remixing to the DA devices.  It is also desired to be handled over several software for AP-AP interoperation, sometimes even over several computers on the network.  This talk will first discuss those issues from Linux sound system's perspective and how relative technologies have been evolved in the past, following the introduction of using the latest PipeWire sound server framework to meet those demandings.  Finally the intercoperation of networked computers of Linux sound system with non-Linux OSes will be introduced."},"en":{"title":"Interprocess Music/Audio Signals Routing Paradigm in Modern Linux : Sound interoperation within Linux (and Other OSes) using PipeWire and more","describe":"In the past, sound system was designed to handle the tasks only within a single monolithic software in a single computer.  However, the demand of  modern Multimedia system often requires sequencing a serial Multimedia events, beyond just the PCM wav data, which may also includes MIDI or lighting control signals together with video data , before the final remixing to the DA devices.  It is also desired to be handled over several software for Ap-AP interoperation, sometimes even over several computers on the network.  This talk will first discuss those issues from Linux sound system's perspective and how relative technologies have been evolved in the past, following the introduction of using the latest PipeWire sound server framework to meet those demandings.  Finally the intercoperation of networked computers of Linux sound system with non-Linux OSes will be introduced."},"tags":[],"uri":"https://coscup.org/2026/session/X3GLMU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"X7TMKD","type":113,"room":93,"start":"2025-08-09T11:10:00+08:00","end":"2025-08-09T11:40:00+08:00","language":"中文","speakers":["WPLYBZ"],"zh":{"title":"從開源到共治：打造市民參與的城市服務 APP","describe":"本分享將介紹「城市通」——一款由臺北市政府資訊局推動、以 Flutter 開發並全面開源的城市服務 APP。透過這個案例，我將分享開源在公共部門實踐的挑戰、推進過程與政策意涵，以及市民參與的各種可能性。這不是一場程式教學，而是一段關於開源精神、公共治理、跨界合作，以及「如何讓市民一起改進城市數位服務」的故事。也會簡要回顧國際間其他城市的作法，思考台灣開源政策的未來展望。"},"en":{"title":"From Open Source to Co-Governance: Building a Citizen-Driven Urban Service App","describe":"This talk will introduce “CityConnect” — an open-source urban service app developed with Flutter and promoted by the Department of Information Technology, Taipei City Government. Using this case study, I will share the challenges, implementation process, and policy implications of adopting open source in the public sector, as well as the various possibilities for citizen participation. This is not a coding tutorial, but a story about the spirit of open source, public governance, cross-sector collaboration, and how we can empower citizens to help improve digital city services. The talk will also briefly review similar initiatives in other cities around the world and explore the future prospects of open source policy in Taiwan."},"tags":[],"uri":"https://coscup.org/2026/session/X7TMKD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"X8STXD","type":113,"room":85,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["YJ9YBH"],"zh":{"title":"用 Python 打造高互動性的 Discord BOT","describe":"本次演講將介紹如何使用 [discord.py](https://discordpy.readthedocs.io/en/stable/) 開發 Discord Bot，內容將涵蓋指令、按鈕、下拉選單與彈出視窗等多種互動方式，展示如何將 Discord 打造成簡單且高效的前端介面。透過實際範例，探索 Bot 在不同應用場景中的可能性，幫助開發者設計出更具互動性與實用性的工具。\r\n\r\n希望讓聽眾可以認識 Discord BOT 好用的地方，並且依照自己的需求做出方便好用的 BOT。\r\n- 對於 Python 初學者，肯定會有一個階段是：做了一個小工具或是小玩具，想和朋友分享，但因為朋友沒有程式基礎，也沒有 Python 環境，再加上自己的部屬能力不足，所以很難分享自己的工具或玩具給別人。透過 Discord BOT 就可以有一個簡單的前端讓朋友呼叫使用，甚至可以多人一起使用。\r\n- 對沒有寫過任何聊天機器人的人，可以認識一下 Discord BOT，他的上手難度並不高，比起 Telegram 或 Line，可以做的變化更多。"},"en":{"title":"Creating a Highly Interactive Discord BOT in Python","describe":"This talk will introduce how to develop a Discord Bot using [discord.py](https://discordpy.readthedocs.io/en/stable/), covering a variety of interactions such as commands, buttons, drop-down menus, and pop-up windows, demonstrating how to turn Discord into a simple and efficient front-end interface. Through real-world examples, we explore the possibilities of Bot in different application scenarios and help developers design more interactive and practical tools.\r\n\r\nWe hope that the audience can realize what Discord BOT is good for, and make a convenient and useful BOT according to their own needs.\r\n- For Python beginners, there must be a stage when they make a small tool or toy and want to share it with their friends, but because their friends don't have the basic knowledge of the program or the Python environment, and because they don't have the ability of their own minions, it's hard to share their tools or toys with other people. With Discord BOT, you can have a simple front-end for your friends to call and use, and you can even use it with multiple people.\r\n- For those who haven't written any chatbot before, you can get to know Discord BOT, it's not difficult to get started and there are more variations than Telegram or Line. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/X8STXD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"X9SYX9","type":113,"room":93,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"English","speakers":["MLHFHG"],"zh":{"title":"Open Software On An Open Convertible Laptop","describe":"Framework has released a couple generations of 13 and 16 inch laptops.\r\nThis year we're releasing our first convertible laptop, with G-Sensor, 360 degree hinge, touchscreen, and stylus support.\r\nWe'd like to share our experience, enabling this new form factor in open source EC firmware on Linux and Windows."},"en":{"title":"Open Software On An Open Convertible Laptop","describe":"Framework has released a couple generations of 13 and 16 inch laptops.\r\nThis year we're releasing our first convertible laptop, with G-Sensor, 360 degree hinge, touchscreen, and stylus support.\r\nWe'd like to share our experience, enabling this new form factor in open source EC firmware on Linux and Windows."},"tags":[],"uri":"https://coscup.org/2026/session/X9SYX9","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XARKVG","type":113,"room":84,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"English","speakers":["N37ZYP"],"zh":{"title":"How OpenAPI Is Transforming API Client Development","describe":"OpenAPI-driven automation is changing how we build and maintain API clients.\r\nThis session shares real-world lessons from migrating the LINE API Ruby SDK from manual maintenance (v1) to automated, OpenAPI-based generation (v2).\r\nWe'll cover the \"God Class\" problem, update delays, and how automation improved quality and speed."},"en":{"title":"How OpenAPI Is Transforming API Client Development","describe":"OpenAPI-driven automation is changing how we build and maintain API clients.\r\nThis session shares real-world lessons from migrating the LINE API Ruby SDK from manual maintenance (v1) to automated, OpenAPI-based generation (v2).\r\nWe'll cover the \"God Class\" problem, update delays, and how automation improved quality and speed."},"tags":[],"uri":"https://coscup.org/2026/session/XARKVG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XDK9YQ","type":117,"room":87,"start":"2025-08-10T10:30:00+08:00","end":"2025-08-10T12:30:00+08:00","language":"Mandarin","speakers":["XZTHDG"],"zh":{"title":"量化求職法實戰工作坊 — 如何善用數據駕馭你的職涯","describe":"在快速變動的科技業，求職不該只是憑感覺。這場分享將帶你認識「量化求職法」：透過數據追蹤與指標優化，幫助你釐清哪種履歷最有效、哪些策略真的有用。從投遞數、回信率、面試轉換率到 offer 獲得率，喬將分享如何陪伴超過 200 位求職者建立個人化的求職儀表板，讓每一次行動都更有方向。適合希望提升求職效率、正在求職轉職的工程師參與。"},"en":{"title":"Data Driven Job Hunting - Optimize Your Career Search with Data-Driven Strategies","describe":"Job hunting doesn’t have to feel like throwing darts in the dark. In this session, I’ll introduce a quantified approach to job searching that helps you track key metrics like application volume, response rates, interview ratios, and offer yields. You’ll learn how to build a personal job search dashboard using open tools like Google Sheets or Notion, and how to use data to refine your resume, target roles more effectively, and identify what’s truly working. Drawing from my experience coaching 200+ job seekers in tech, I’ll also share case studies and practical templates. This talk is ideal for developers who want a more structured and empowering way to navigate career transitions."},"tags":[],"uri":"https://coscup.org/2026/session/XDK9YQ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XDRQVB","type":116,"room":77,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"Mandarin","speakers":["TTEXFK"],"zh":{"title":"開源 AI 開發新體驗：用 KIRO IDE + Amazon Strands Agent SDK 打造聊天助理","describe":"我們將探索如何結合 KIRO IDE 和 Amazon 開源的 Strands Agent SDK，快速開發一個聊天助理。這個實戰演示將展現開源工具如何降低 AI 應用開發門檻，讓開發者能夠專注於業務邏輯而非底層架構。"},"en":{"title":"開源 AI 開發新體驗：用 KIRO IDE + Amazon Strands Agent SDK 打造聊天助理","describe":"我們將探索如何結合 KIRO IDE 和 Amazon 開源的 Strands Agent SDK，快速開發一個聊天助理。這個實戰演示將展現開源工具如何降低 AI 應用開發門檻，讓開發者能夠專注於業務邏輯而非底層架構。"},"tags":[],"uri":"https://coscup.org/2026/session/XDRQVB","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XFXHAS","type":116,"room":92,"start":"2025-08-10T14:30:00+08:00","end":"2025-08-10T15:00:00+08:00","language":"中文","speakers":["8R8RAD"],"zh":{"title":"共筆維護試算表比共筆維護地圖門檻更低!","describe":"想像一個團隊， 每位成員分頭去收集一些 (不涉及隱私或機密、 可以公開的) 地址， 要放到一張共同的地圖上面。 除了地址之外， 還有一些需要經常更動的欄位， 例如各地點的開放時間、 注意事項、 臨時公告等等。 什麼樣的工作流程會比較有效率呢? 我會開一張共筆的試算表， 例如 ethercalc 或是 google sheet， 裡面含有名稱、地址、經緯度、備註以及其他文字資訊等等欄位， 並且分享給所有成員， 然後把這張試算表餵給 umap 吃。 於是每當任何成員修改 [地址經緯度以外的] 其他任何欄位， 地圖瀏覽者只要重新整理網頁， 就會看到最新最及時的資訊。 至於經緯度， 可以個別或批次手動更新。 編輯 google 試算表的門檻比編輯地圖低很多， 這樣的安排便於讓任何人都可以參與。"},"en":{"title":"group-editing shared spreadsheets is much easier than group-editing maps","describe":"Imagine a team, where each member of the team collects addresses (that are not private or confidential, but can be made public) and puts them on a common map. In addition to the addresses, there are other fields that need to be changed frequently, such as the opening hours of each location, notes, temporary announcements, and so on. What would be a more efficient workflow? I'll create a co-written spreadsheet, such as an ethercalc or google sheet, with fields for name, address, latitude/longitude, notes, and other textual information, share it with all the members, and then feed the spreadsheet to umap. So whenever any member changes any of the fields [other than address and latitude/longitude], the map viewer just reorganizes the page and sees the most up-to-date information. As for the latitude and longitude, they can be updated manually, either individually or in batches. The threshold for editing a google spreadsheet is much lower than that for editing a map, and this arrangement makes it possible for anyone to participate. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/XFXHAS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XGYGWZ","type":113,"room":87,"start":"2025-08-09T11:20:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"中文","speakers":["N9LZVC"],"zh":{"title":"開源管理辦公室職掌的法務要點","describe":"開源管理辦公室（Open Source Program Office, OSPO）是企業或組織內部專責處理開源授權軟體相關事務的單位，不論其為實體辦公室或虛擬任務編組，其核心職能在於統籌開源軟體的導入、釋出與合規管理。OSPO 的目標不僅止於內部「使用」開源軟體，更進一步鼓勵積極外部「參與」開源社群，以促進供應鏈上下游的協作與合規交付。\r\n\r\n儘管 OSPO 的概念日趨明確，實務推行上仍須依據組織的規模、研發架構與文化特性作出調整，難以套用單一標準模式。因此，OSPO 的建置與運作需因應個案條件與內部需求，靈活規劃。\r\n\r\n本講座將結合實際輔導國內企業設立 OSPO 的經驗，分享開源法務與治理面向的四項重點實務建議，包括：\r\n1. 建立與維護版本控制系統（Version Control Systems, VCS）；\r\n2. 在開源政策中明列容許清單（Approval List）與排除清單（Rejected List）；\r\n3. 建立上游貢獻（upstream）規範與審查流程；\r\n4. 正確認識並回應 Copyleft 授權條款的特性與合規要求。"},"en":{"title":"Legal Considerations for Open Source Program Office Collaboration","describe":"An Open Source Program Office (OSPO) is a dedicated unit within a company or organization responsible for managing collaboration involving open source software. Whether structured as a physical office or a virtual, task-oriented team, the core function of an OSPO is to oversee the adoption, distribution, and legal compliance of open source software. Its role extends beyond internal “use” of open source—it also promotes active external “participation” in open source communities to strengthen collaboration and ensure compliance across the software supply chain.\r\n\r\nAlthough the concept of an OSPO has become increasingly well-defined, its implementation must still be tailored to each organization’s size, R&D structure, and cultural context. There is no one-size-fits-all model; OSPO planning and operations should be adapted to specific internal needs and practical constraints.\r\n\r\nThis talk draws on hands-on experience assisting Taiwanese companies in establishing OSPOs and will outline four key legal and governance considerations for effective open source management:\r\n\r\n1. Establishing and maintaining version control systems (Version Control Systems, VCS);\r\n2. Defining Approval and Rejection Lists in open source policies;\r\n3. Developing clear guidelines and review procedures for upstream contributions;\r\n4. Understanding and addressing the compliance implications of Copyleft license terms."},"tags":[],"uri":"https://coscup.org/2026/session/XGYGWZ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XJRFAW","type":113,"room":91,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"中文","speakers":["PSHHPD"],"zh":{"title":"從開源硬體到軟體 - 來造一根不用 200 台幣的部落格伺服器棒！","describe":"在本次分享中，我將會介紹我一個開源的 side project：WebStick — 一片基於 ESP8266 的迷你網頁伺服器棒。只需不到 200 台幣的材料費，就能從零開始造出來一根隨插即用的微型部落格伺服器 / NAS。\r\n\r\nWebStick 結合開源硬體、PCB 設計、前後端軟體等，透過 WiFi 提供基本的檔案分享、登入系統、雲端硬碟、音樂及影片播放、 Markdown 編輯器等功能。若搭配 CDN 及 個人 domain name ，更可開放給其他使用者從外網存取。\r\n\r\n分享中會涵蓋 WebStick 的使用方法與介紹、設計概念、使用的語言與工具、分享軟硬體整合的心得。適合對低成本軟硬體製作與開發、IoT 裝置、或對 self-hosting 有興趣的聽眾參與。\r\n\r\nGithub （硬體及軟體全開源）：https://github.com/tobychui/WebStick"},"en":{"title":"From Open Hardware to Open Software — Build a Blog Server Stick for Under NT$200!","describe":"In this talk, I will introduce my open-source side project: WebStick — a miniature web server stick built with the ESP8266. With a materials cost of under NT$200, you can build a plug-and-play micro blog server or NAS-like device completely from scratch.\r\n\r\nWebStick integrates open hardware, PCB design, and full-stack software development to provide basic file sharing, user login, cloud drive features, music and video playback, and a Markdown editor — all over WiFi. With a CDN and personal domain setup, it can even be accessed remotely over the internet by other users.\r\n\r\nThis session will cover how to use and set up the WebStick, its design concepts, the tools and languages used, and insights on integrating hardware and software. It’s perfect for anyone interested in low-cost DIY development, IoT devices, or self-hosting solutions.\r\n\r\nGitHub (fully open-source hardware and software): https://github.com/tobychui/WebStick"},"tags":[],"uri":"https://coscup.org/2026/session/XJRFAW","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XJVZFX","type":113,"room":86,"start":"2025-08-09T14:40:00+08:00","end":"2025-08-09T15:10:00+08:00","language":"中文","speakers":["SMCCYY"],"zh":{"title":"海纜斷光會怎樣？數位服務韌性檢測框架，及網站開發者該如何預防與準備","describe":"台灣 95% 的網際網路通訊仰賴於14 條連外的國際海纜。這些海底電纜高度脆落，容易遭受人為破壞，維修緩慢且成本高昂。馬祖在 2023 與 2025 年，均曾因為海纜中斷而導致數日至數十日的斷線，但直至現今，我們尚不明暸類似的對外連線中斷，如果發生在整個國家的維度上，所產生的影響程度有多深遠。為了評估台灣海纜斷線的潛在衝擊，我們開發了一個[原型的開源檢測工具](https://github.com/irvin/digital-service-resilience)，以測試常見的網路服務—例如 Google、Pchome、MoMo、新聞網站、政府網站，以及開源社群網站，在國際連線中斷時的耐受狀態，並據此提出增強網路服務韌性的建議。"},"en":{"title":"When Submarine Cables Go Dark: Examining the Web Services Resilience Amid Global Internet Disruptions","describe":"Island nations like Taiwan rely on submarine cables for over 95% of their international internet traffic, and they are highly vulnerable to disruptions. Taiwan’s rural Matsu Islands experienced complete internet outages in 2023 and 2025 due to severed cables, yet awareness of the risk on a nationwide scale remains limited. To better understand the potential impact, we developed [an open-source toolkit prototype](https://github.com/irvin/digital-service-resilience) to test how common web services—such as Amazon, Google Docs, and Line—perform during global international disconnections."},"tags":[],"uri":"https://coscup.org/2026/session/XJVZFX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XQX9QM","type":113,"room":84,"start":"2025-08-10T09:30:00+08:00","end":"2025-08-10T10:00:00+08:00","language":"中文","speakers":["E9VQLD"],"zh":{"title":"當 Raspberry Pi 遇到 AI","describe":"在 IoT 時代，樹莓派具有穩定、軟體資源豐富、硬體生態系完整的優點，是眾多開發者的首選。\r\n\r\n但是到了 AI 世代，Raspberry Pi 好像算力不夠，無法完成複雜的 AI 任務。\r\n\r\n這次我們想分享如何在樹莓派展現 Edge AI 的能力，包括物件辨識和姿態辨識等應用，原速和加速的分別。"},"en":{"title":"When Raspberry Pi meets AI","describe":"In the IoT era, Raspberry Pi is the first choice for many developers due to its stability, rich software resources, and complete hardware ecosystem.\r\n\r\nBut in the AI era, Raspberry Pi seems to lack computing power to complete complex AI tasks.\r\n\r\nIn this talk we would like to share how to demonstrate the capabilities of Edge AI on the Raspberry Pi, including applications such as object recognition and pose estimation, and the difference between original speed and accelerated speed."},"tags":[],"uri":"https://coscup.org/2026/session/XQX9QM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XTVYFM","type":117,"room":99,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T16:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"💪 一起搭建開源交流的舞台 — 支持 COSCUP!","describe":"COSCUP 老朋友可能注意到，今年 COSCUP 沒有使用 TR 6 樓空間。由於經費限制，我們不得不縮減規模，忍痛割捨許多精彩的講題、攤位申請和周邊活動安排。\r\n\r\nCOSCUP 是一個全志工籌辦、免票入場的活動，請以行動支持，讓我們能持續在臺灣及亞洲推廣開放文化及開源運動！\r\n\r\n👉 支持 COSCUP（金流由合作夥伴 OCF 提供）: https://s.coscup.org/2025donation\r\n👉 COSCUP 財務報告: https://blog.coscup.org/2025/01/coscup-2024.html\r\n\r\n如對操作流程有任何問題，請洽 TR214 前服務台志工。"},"en":{"title":"💪 Help Us Return to the 6th Floor – We Need Your Support!","describe":"If you’re a long-time COSCUP friend, you may have noticed that we’re not using the TR 6th floor this year. Due to limited funding, we had to make the difficult decision to scale back — meaning fewer talks, booths, and side events.\r\n\r\nCOSCUP is a fully volunteer-organized, free-to-attend event. With your support, we can continue promoting open culture and open source across Taiwan and Asia.\r\n\r\n👉 Support COSCUP (Payment services are provided by our partner, OCF): https://s.coscup.org/2025donation\r\n👉 COSCUP Financial Report: https://blog.coscup.org/2025/01/coscup-2024.html\r\n\r\nIf you have any questions about the procedures, please contact the volunteers at the service desk in front of TR214."},"tags":[],"uri":"https://coscup.org/2026/session/XTVYFM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XUK7ZL","type":97,"room":88,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:30:00+08:00","language":"中文","speakers":["XGF3Y8"],"zh":{"title":"為什麼CoT 有用？ From RAG to MCP Agent","describe":"我們將從一個關鍵問題展開——為什麼 CoT（Chain of Thought）Prompt 有用？\r\n並以這個問題作為起頭，從上一年很紅的 RAG 架構開始，一路到 Agent 的架設。最後會說一說 MCP(Model Context Protocol) 是什麼，以及為什麼他對 Agent 這麼重要。"},"en":{"title":"Why is CoT Useful? From RAG to MCP Agent","describe":"We will begin with a key question—why is the CoT (Chain of Thought) Prompt useful?\r\n\r\nUsing this as our starting point, we will explore the widely popular RAG (Retrieval-Augmented Generation) framework from last year, leading up to the architecture of Agents. Finally, we will discuss MCP (Model Context Protocol)—what it is and why it plays a crucial role in Agent development."},"tags":[],"uri":"https://coscup.org/2026/session/XUK7ZL","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XWUVQG","type":116,"room":82,"start":"2025-08-10T14:10:00+08:00","end":"2025-08-10T14:40:00+08:00","language":"中文","speakers":["NZW7WA"],"zh":{"title":"重入陷阱：破解智能合約不變性迷思","describe":"重入陷阱：破解智能合約不變性迷思\r\n作為區塊鏈應用的基石，智能合約承載著去中心化系統的安全與邏輯信任。然而，一種看似早已解決的問題——重入攻擊（Reentrancy Attack），卻至今仍不斷重演。\r\n\r\n這類攻擊並非罕見漏洞，而是源自於合約內部狀態更新與外部呼叫順序錯置所引發的結構性風險。一旦被利用，可能導致資產重複提領、邏輯錯亂，甚至引發整體系統崩潰。\r\n\r\n區塊鏈上的資安攻擊猶如隱形殺手，潛伏於看似合理的操作中。一旦觸發，後果往往是不可逆的。若沿用傳統的防禦方式，多半僅是頭痛醫頭、腳痛醫腳，無法根除漏洞的本質。\r\n\r\n本次演講將從攻擊實例與架構失誤出發，深入剖析一個關鍵事實：\r\n「重入攻擊的根源不在於單一邏輯錯誤，而在於狀態與流程的不一致。」\r\n將聚焦於如何從智能合約的設計層建立狀態一致性，透過不變性（Invariant）的觀念與測試方式，打造能抵禦複雜攻擊場景的合約架構。\r\n\r\n您將深入了解：\r\n1.重入攻擊為何致命？ 它的原理是什麼？對智能合約生態系統帶來哪些系統性影響？\r\n2.為什麼不變性至關重要？ 狀態一致性如何保障交易流程的可預測性與邏輯安全？\r\n3.如何構建具不變性的智能合約？ 我們將介紹多種實戰設計模式與防禦策略，包括 CEI、FREI-PI 與測試方法論。"},"en":{"title":"Reentrancy Trap: Demystifying Invariants in Smart Contract Design","describe":"As the foundation of decentralized applications, smart contracts are entrusted with enforcing trust and security in blockchain systems. Yet one seemingly “solved” vulnerability—reentrancy attacks—continues to resurface across protocols.\r\n\r\nThese attacks are not isolated bugs, but structural flaws stemming from a fundamental issue: misalignment between state updates and external calls. When exploited, they can lead to repeated withdrawals, logic corruption, and even collapse the integrity of entire systems.\r\n\r\nSecurity breaches on the blockchain often operate like silent assassins—hidden within seemingly legitimate flows. Once triggered, the damage is swift and irreversible. Unfortunately, traditional defenses—like locking mechanisms or static scans—often treat symptoms rather than causes.\r\n\r\nThis session takes a design-first approach to uncover a critical truth:\r\n\"The root of reentrancy attacks is not a single logic error, but broken state consistency.\"\r\nWe’ll explore how to address this problem not with patches, but through smart contract design patterns that enforce runtime invariants and logical integrity from the ground up.\r\n\r\nIn This Talk, You Will Learn:\r\n>Why are reentrancy attacks so dangerous?\r\n>What makes them effective, and how do they impact smart contract ecosystems at scale?\r\n\r\nWhy is state invariance critical?\r\n>How can we ensure consistency between logic and state across functions, modules, and external integrations?\r\n>How do we build reentrancy-resilient contracts?\r\nWe’ll walk through practical defense patterns—from CEI (Checks → Effects → Interactions) to FREI-PI—and show how to embed testable invariants using modern tools.\r\n\r\nKey Takeaways:\r\n>A deep understanding of reentrancy mechanics and attack evolution\r\n>Key design principles for building secure and invariant-preserving contracts\r\n>A practical framework for invariant testing and failure prevention\r\n>Tools and practices you can apply immediately to strengthen contract security"},"tags":[],"uri":"https://coscup.org/2026/session/XWUVQG","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XWYJWJ","type":113,"room":89,"start":"2025-08-09T13:00:00+08:00","end":"2025-08-09T13:40:00+08:00","language":"中文","speakers":["HYQJNJ"],"zh":{"title":"阿龜微氣候：用數據，打造兼顧環境與人的永續農業","describe":"全台趴趴走，我們每到一個地方，常常被新朋友問這個問題。\r\n對我們來說，阿龜代表著一種精神。\r\n為了農業而持續創新、紮實前行的精神。​\r\n \r\n2017年阿龜從龜蛋中蹣跚地誕生，逐漸聚集志同道合的夥伴。 一轉眼，我們已經是一個超過十人的跨領域新創團隊。我們深耕農業科技，強化IoT環境數據感測技術，將數據與農業知識結合，讓種植所需的各種環境數據，得以透過資料分析發揮實際效益。"},"en":{"title":"Turtle Microclimate: Using data to create sustainable agriculture that takes care of the environment and people.","describe":"We are often asked this question by our new friends every time we visit a place.\r\nFor us, Turtle represents a spirit.\r\nThe spirit of continuous innovation and solid progress for the sake of agriculture. \r\n\r\nIn 2017, A Turtle hobbled out of its eggs and gradually gathered like-minded partners. In a flash, we are now a cross-disciplinary team of more than ten people. We are deeply committed to agricultural technology, strengthening IoT environmental data sensing technology, combining data with agricultural knowledge, so that all kinds of environmental data required for planting can be analyzed to achieve practical benefits. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/XWYJWJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XX8ALD","type":113,"room":76,"start":"2025-08-09T14:20:00+08:00","end":"2025-08-09T14:50:00+08:00","language":"Mandarin","speakers":["EEZE3E"],"zh":{"title":"MediaWiki 與維基媒體生態圈內容的在地化還有小語種的嘗試","describe":"MediaWiki是維基百科、Wikidata計劃背後驅動的軟體，其發展歷史悠久，造就在地化牽涉到的翻譯字串規模之大，是需要不只一人之力，而是團隊規模來投入處理。而在以MediaWiki架設的各語言維基百科，如何用翻譯模組翻譯各站的內容。中文維基百科的轉換系統當初秉持而異中求同與交流心態而建構的，卻因為各地意識型態差距甚大，只能就字詞層面處理各地區華語詞翻譯轉換。你常看到的維基百科活動公告、捐款訊息又是怎麼運作的，甚至是台文漢字或是白話字怎麼翻譯變成MediaWiki的介面字串，來聽這一場你就知道了？"},"en":{"title":"MediaWiki and Wikimedia Ecosystem l10n, and What about Small Language Translation","describe":"MediaWiki is the software that powers Wikipedia and the Wikidata project. It has a long development history, which has led to a vast number of translatable strings involved in localization. This makes the task too large for a single person to handle — it requires a team effort.\r\n\r\nOn the various language versions of Wikipedia built on MediaWiki, how are translation modules used to translate content across different sites? The Chinese Wikipedia’s language conversion system was originally built with the intention of seeking common ground while respecting differences and promoting mutual understanding. However, due to significant ideological differences across regions, it can only handle the translation and conversion of Chinese terms at the word and phrase level.\r\n\r\nHow do things like the Wikipedia event announcements and donation messages you often see actually work? And how are Taiwanese Han characters or Pe̍h-ōe-jī (Taiwanese Romanization) translated into MediaWiki interface strings?\r\n\r\nCome to this session and you’ll find out."},"tags":[],"uri":"https://coscup.org/2026/session/XX8ALD","co_write":null,"qa":null,"slide":null,"record":null},{"id":"XYVGCH","type":97,"room":78,"start":"2025-08-10T11:20:00+08:00","end":"2025-08-10T11:50:00+08:00","language":"英文","speakers":["H8M9EE"],"zh":{"title":"The Big Three: My Real World Experience with React, Vue, and Svelte in Production Apps","describe":"Choosing the right framework for your next big project can be daunting. Should you rely on the tried-and-true React, explore the flexibility of Vue, or dive into the innovative world of Svelte? \r\n\r\nEach framework has its unique strengths and ideal use cases. \r\nJoin me as I share my firsthand experiences using React, Vue, and Svelte in production applications. I’ll highlight their unique strengths and guide you on when each one is the best choice for your project."},"en":{"title":"The Big Three: My Real World Experience with React, Vue, and Svelte in Production Apps","describe":"Choosing the right framework for your next big project can be daunting. Should you rely on the tried-and-true React, explore the flexibility of Vue, or dive into the innovative world of Svelte? \r\n\r\nEach framework has its unique strengths and ideal use cases. \r\nJoin me as I share my firsthand experiences using React, Vue, and Svelte in production applications. I’ll highlight their unique strengths and guide you on when each one is the best choice for your project."},"tags":[],"uri":"https://coscup.org/2026/session/XYVGCH","co_write":null,"qa":null,"slide":null,"record":null},{"id":"Y3CT8Z","type":116,"room":86,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T15:30:00+08:00","language":"Mandarin","speakers":["JPWYGS"],"zh":{"title":"使用 Python 與 TTNN 專用晶片的編寫 AI 推理程式","describe":"TTNN 是由 Tenstorrent 開發並積極維護的開源算子函式庫 (Open Source Operator Library)，這代表我們每天都公開接受來自社群的 patch 修正與 bug 回報。\r\n\r\n在這場工作坊中，我們將一步步帶您在 Tenstorrent 的處理器上運行一個簡單的模型，讓您親身體驗，駕馭最頂尖的硬體架構、在特製化硬體上執行運算，竟是如此輕而易舉。"},"en":{"title":"使用 Python 與 TTNN 專用晶片的編寫 AI 推理程式","describe":"TTNN 是由 Tenstorrent 開發並積極維護的開源算子函式庫 (Open Source Operator Library)，這代表我們每天都公開接受來自社群的 patch 修正與 bug 回報。\r\n\r\n在這場工作坊中，我們將一步步帶您在 Tenstorrent 的處理器上運行一個簡單的模型，讓您親身體驗，駕馭最頂尖的硬體架構、在特製化硬體上執行運算，竟是如此輕而易舉。"},"tags":[],"uri":"https://coscup.org/2026/session/Y3CT8Z","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YBRVCE","type":113,"room":72,"start":"2025-08-10T11:40:00+08:00","end":"2025-08-10T12:20:00+08:00","language":"中文","speakers":["LF8QJU"],"zh":{"title":"Zero‑Downtime Online Schema Migration in PostgreSQL","describe":"透過瞭解各種 schema migration 的 lock 行為，如何盡可能達到 zero‑downtime online schema migration，使得可以維持服務的可用性及向下相容。"},"en":{"title":"Zero‑Downtime Online Schema Migration in PostgreSQL","describe":"By understanding the lock behavior of various schema migrations, it is possible to achieve zero-downtime online schema migrations that maintain service availability and backward compatibility. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/YBRVCE","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YDH8ST","type":113,"room":72,"start":"2025-08-09T11:40:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"中文","speakers":["Z8FQ8V"],"zh":{"title":"My Best Practices about Integrating NiFi with the PostgreSQL database","describe":"在近幾年，為了要讓資料流程能夠更自動化與更容易的進行管理，許多的軟體系統對於資料處理面流程陸續導入了像是資料中台與資料經緯等技術，試圖讓資料流設計更容易。\r\n\r\n本議程，基於上述的原因，講者將會分享如何將NiFi與PostgreSQL進行互相搭配與結合，打造出屬於自己進行資料收集與彙算的資料流，並分享相關設計與建置的經驗。"},"en":{"title":"My Best Practices about Integrating NiFi with the PostgreSQL database","describe":"In recent years, to make data workflows more automated and easy to manage, many software systems have introduced technologies like data middle platforms or data meshes for data processing to simplify data flow(pipeline) design.\r\nIn this session, based on these above reasons we mentioned, the speaker will share how to combine and integrate NiFi with PostgreSQL to create your own data flow for collecting and aggregating data, and we also share related design and implementation experiences."},"tags":[],"uri":"https://coscup.org/2026/session/YDH8ST","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YDTYKS","type":113,"room":71,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T10:50:00+08:00","language":"中文","speakers":["KHKX9A"],"zh":{"title":"讓我們來認識 odoo ERP","describe":"### 1. 介紹 Odoo\r\n\r\n* **Odoo 是什麼？** 一個用 Python 打造的**開源商業應用開發平台**，而不僅僅是 ERP。它擁有從 CRM、銷售到庫存的完整模組。\r\n* **為什麼你該聽？** 因為它讓我們能用熟悉的 Python，快速建構和客製化強大的商業系統，這是一個充滿機會的藍海。\r\n\r\n### 2. Odoo 架構速覽\r\n\r\n### 3. Odoo 開發的黃金法則\r\n\r\n* **法則一：繼承與擴展，而非修改核心**\r\n\r\n* **法則二：擁抱 ORM，選擇正確的環境**\r\n\r\n* **法則三：封存取代刪除，避開維護陷阱**\r\n\r\n### 4. 現代化 Odoo：串接 AI 與自動化工具\r\n\r\n* **讓 AI 成為你的 Odoo 學徒**\r\n\r\n* **用 N8N 簡化你的流程**\r\n\r\n### 5. 總結與 Q&A"},"en":{"title":"Let's get to know odoo ERP","describe":"### 1. Introducing Odoo\r\n\r\n* What is Odoo? ** An open source business application development platform ** built in Python ** not just ERP, it has complete modules from CRM, Sales to Inventory.\r\n* Why should you listen? ** Because it allows us to quickly build and customize powerful business systems using familiar Python, a blue ocean of opportunity.\r\n\r\n### 2. Odoo Architecture at a Glance\r\n\r\n### 3. The Golden Rules of Odoo Development\r\n\r\n**Rule 1: Inherit and Extend, Not Modify the Core** **Rule 2: Inherit and Extend, Not Modify the Core\r\n\r\n* **Rule #2: Embrace ORM and choose the right environment** **Rule #1: Inherit and extend, don't modify the core\r\n\r\n* **Rule 3: Sequestration instead of deletion, avoid maintenance pitfalls** * **Rule 4: Use ORM, choose the right environment\r\n\r\n### Modernizing Odoo: Connecting AI and Automation Tools\r\n\r\n* Let AI be your Odoo apprentice.\r\n\r\n* Simplify your processes with N8N\r\n\r\n### 5. Summary and Q&A (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/YDTYKS","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YJURHJ","type":113,"room":77,"start":"2025-08-10T13:30:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"英文","speakers":["BPBAUJ"],"zh":{"title":"Can we build better music software ecosystems for more generative era?","describe":"When we are on track-making work, we run into various troubles due to designs and limitations on current audio plugins ecosystem and DAWs. We cannot simply move our music projects to another computer, even if we have valid licenses of the plugins. Data is not portable across plugin formats. Plugin scanning is slow on new computers or common PCs in studio.\r\n\r\nCan't we do any better? Do we really have to hate new plugin formats in favor of legacy formats that cannot bring better experience? Let's see. In this session, we bring up current problems, compare existing plugin formats and related technology, and discuss how we can improve the situation.\r\n\r\nKeywords: DAWs, plugin formats (VST3, AU, LV2, CLAP, etc.), JUCE (and other libraries), MIDI 1.0 / 2.0, plugin wrappers, backward compatibility"},"en":{"title":"Can we build better music software ecosystems for more generative era?","describe":"When we are on track-making work, we run into various troubles due to designs and limitations on current audio plugins ecosystem and DAWs. We cannot simply move our music projects to another computer, even if we have valid licenses of the plugins. Data is not portable across plugin formats. Plugin scanning is slow on new computers or common PCs in studio.\r\n\r\nCan't we do any better? Do we really have to hate new plugin formats in favor of legacy formats that cannot bring better experience? Let's see. In this session, we bring up current problems, compare existing plugin formats and related technology, and discuss how we can improve the situation.\r\n\r\nKeywords: DAWs, plugin formats (VST3, AU, LV2, CLAP, etc.), JUCE (and other libraries), MIDI 1.0 / 2.0, plugin wrappers, backward compatibility"},"tags":[],"uri":"https://coscup.org/2026/session/YJURHJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YM89GH","type":117,"room":81,"start":"2025-08-09T15:00:00+08:00","end":"2025-08-09T16:00:00+08:00","language":"中文","speakers":[],"zh":{"title":"BoF DAY1 Slot6","describe":"預約你的 BoF 時間（每場次一小時），讓這個周末成為你與朋友們的技術樂園。記得至此下方連結閱讀注意事項並登記。\r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"en":{"title":"BoF DAY1 Slot6","describe":"Book a BoF session for an hour and enjoy the weekend with friends. Please review the guidelines and sign up using the following link: \r\nhttps://blog.coscup.org/2025/07/bof2025.html"},"tags":[],"uri":"https://coscup.org/2026/session/YM89GH","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YMFMAJ","type":113,"room":74,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"英文","speakers":["PCJA88"],"zh":{"title":"Plug-and-Play Analysis for Understanding Deep Learning Models","describe":"- 在深度學習廣泛應用的今天，大型神經網路模型雖然在分類、預測、推薦等任務中展現出色表現，但實務上經常出現模型準確率看似正常、實際效果卻不如預期的情況。當模型學習結果與預期落差過大時，往往難以快速釐清問題根源，是資料品質不佳、架構設計不當，還是訓練動態出了問題？因此，如何診斷模型內部行為、輔助定位異常與優化方向，成為研究與工程實務中必須解決的挑戰。雖已有如 Captum（針對特徵重要性）與 TorchLens（模型架構除錯）等工具協助分析，但多半著重於單一維度，缺乏整體性的訓練行為觀察與診斷能力。\r\n    \r\n    講者將介紹一個 plug-and-play 分析工具，靈感來自 *Transformers without Normalization* 論文中對 hidden layer output 的研究，並融合講者在深度學習架構上的實務經驗。該工具可於標準 PyTorch 訓練流程中擷取中間的 activation、gradient 與 weight 作為輸入，輸出包含 CKA 相似度、LayerNorm 分佈、hidden state dynamics、gradient norm 變化等視覺化分析，協助使用者從多角度理解模型的學習行為。\r\n    \r\n    使用者可快速將此工具整合進既有訓練流程，協助釐清模型問題來源並提供具體的優化方向。無論是進行 representation learning 研究，或是工程團隊進行模型品質監控與除錯，皆能派上用場。"},"en":{"title":"Plug-and-Play Analysis for Understanding Deep Learning Models","describe":"Understanding how neural networks learn is crucial for both research and real-world applications, yet the training process often remains a black box. While tools like Captum and TorchLens offer insights into specific aspects, they lack a holistic view of model behavior. Inspired by Transformers without Normalization, this talk introduces a plug-and-play analysis tool that captures activations, gradients, and weights from PyTorch training and visualizes training dynamics via CKA similarity, LayerNorm distributions, and more. With just a minimal setup, the tool helps researchers and engineers diagnose, monitor, and improve deep learning models with greater transparency and efficiency."},"tags":[],"uri":"https://coscup.org/2026/session/YMFMAJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YNV3R3","type":117,"room":90,"start":"2025-08-10T13:00:00+08:00","end":"2025-08-10T14:00:00+08:00","language":"中文","speakers":["QWBSWP"],"zh":{"title":"Tor/Tails/OONI 的開源基礎與在地參與可能","describe":"除了工作坊活動外，我們也想把握這次機會，一起來探討新聞媒體、獨立記者、公民團體與開源科技社群共同參與的可能，當然也想要邀請大家一起討論對於「匿名網路社群」的想像，我們可以透過怎樣的協助，不論在技術或是資源上的協調，希望透過這次的**圓桌討論會議**找到更多的可能！\r\n\r\n**「Tor/Tails/OONI 的開源基礎與在地參與可能」**\r\n\r\n- 這些工具是怎麼運作的？採用哪些自由軟體與開源協定？\r\n- 台灣開發者或資安研究者能參與哪些部分？（例如翻譯、bug 回報、寫教學）\r\n- 如何降低「技術距離感」，讓更多人願意貢獻？\r\n\r\n活動詳細介紹可以參考以下頁面：\r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d2-1300\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\n或透過 Matrix 線上討論： https://matrix.to/#/#workshop-202508:im.anoni.net"},"en":{"title":"The Open-Source Foundation and Local Participation Possibilities of Tor/Tails/OONI","describe":"In addition to the **workshop activities**, we would like to take this opportunity to explore the possibilities for collaboration among news media, independent journalists, civil society organizations, and the open-source technology community. We also wish to invite everyone to discuss your visions for future \"anonymous online communities.\" We hope to find more possibilities through this roundtable discussion by exploring how we can assist, whether in terms of technology or resource coordination. \r\n\r\nThe Open-Source Foundation and Local Participation Possibilities of Tor/Tails/OONI\r\n\r\n- How do these tools operate? What free software and open-source protocols do they adopt?\r\n- In what aspects can Taiwanese developers or cybersecurity researchers participate? (e.g., translation, bug reporting, creating tutorials)\r\n- How can we reduce the \"technical distance\" to encourage more people to contribute?\r\n\r\nFor more detailed information about the event, please refer to the following page: \r\n\r\n- https://anoni.net/event-workshop-2025.html\r\n- https://pad.anoni.net/p/ws-note-d2-1300\r\n- https://ooni-research.ocf.tw/docs/event-workshop-2025/\r\n\r\nOr through online discussions on Matrix: https://matrix.to/#/#workshop-202508:im.anoni.net"},"tags":[],"uri":"https://coscup.org/2026/session/YNV3R3","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YPLTS7","type":113,"room":94,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"英語","speakers":["VRBHKF"],"zh":{"title":"Greeting from Masafumi Ohta OSPN 日本トラック  - Day 2","describe":"Greeting from Masafumi Ohta. In this session, he will share a digest of Day 2, focusing mainly on community management and the latest technologies.\r\nJapanese IT tech communities are often tightly nailed down to specific regions — such as Tokyo, Osaka, Nagoya, Hokkaido, and Fukuoka — in contrast to the more flexible structure of tech communities in other countries.\r\nMasafumi will talk about the history and practices of these local communities, offering insights that may benefit your own. He will also discuss how to participate in and contribute to global IT communities, based on his professional experience in open source communities."},"en":{"title":"Greeting from Masafumi Ohta OSPN Japan Traffic - Day 2","describe":"Greeting from Masafumi Ohta. In this session, he will share a digest of Day 2, focusing mainly on community management and the latest technologies.\r\nJapanese IT tech communities are often tightly nailed down to specific regions — such as Tokyo, Osaka, Nagoya, Hokkaido, and Fukuoka — in contrast to the more flexible structure of tech communities in other countries.\r\nMasafumi will talk about the history and practices of these local communities, offering insights that may benefit your own. He will also discuss how to participate in and contribute to global IT communities, based on his professional experience in open source communities."},"tags":[],"uri":"https://coscup.org/2026/session/YPLTS7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YQL9XM","type":113,"room":71,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T13:50:00+08:00","language":"中文","speakers":["FJQ8ML"],"zh":{"title":"使用開源Odoo，打造自己想要的高價值流程","describe":"在本次演講中，我將分享作為一家管理顧問公司，如何透過開源ERP系統Odoo，結合本業專業技能，協助企業客戶突破既有流程限制，打造高價值的數位化運作模式。透過實際案例，如「企業碳盤查系統」與「在地化成本結轉流程輔導」，說明如何藉由開源系統自由設計流程，解決傳統ERP無法滿足的需求，並為客戶創造顯著價值。\r\n本講題旨在提升與會者對開源ERP應用的認知，並打破對ERP功能範圍的傳統思維疆界。結語將邀請大家思考：當束縛你的不再是軟體本身，真正限制你的，或許只是你對於事物運作的想像。\r\n\r\nIn this talk, I will share how, as a management consulting company, we use the open-source ERP system Odoo combined with our industry expertise to help clients break through process limitations and build high-value digital operations.\r\nThrough real case studies, such as a Corporate Carbon Footprint Management System and a Localized Cost Closing Process, I will show how open-source systems allow us to design customized workflows that traditional ERPs cannot achieve, creating significant value for clients.\r\nThis session aims to raise awareness about the potential of open-source ERP and challenge the traditional thinking about ERP functions and process design.\r\nIn closing, I will invite the audience to reflect:\r\nWhen the system no longer limits you, the only real limitation is your imagination of how things could work."},"en":{"title":"Building High-Value Processes with Open-Source Odoo","describe":"In this talk, I will share how, as a management consulting company, we use the open-source ERP system Odoo combined with our industry expertise to help clients break through process limitations and build high-value digital operations.\r\nThrough real case studies, such as a Corporate Carbon Footprint Management System and a Localized Cost Closing Process, I will show how open-source systems allow us to design customized workflows that traditional ERPs cannot achieve, creating significant value for clients.\r\nThis session aims to raise awareness about the potential of open-source ERP and challenge the traditional thinking about ERP functions and process design.\r\nIn closing, I will invite the audience to reflect:\r\nWhen the system no longer limits you, the only real limitation is your imagination of how things could work."},"tags":[],"uri":"https://coscup.org/2026/session/YQL9XM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YTAZMJ","type":97,"room":73,"start":"2025-08-09T11:10:00+08:00","end":"2025-08-09T11:40:00+08:00","language":"英文","speakers":["LEW3DP"],"zh":{"title":"An Introduction to Lean: Open-Source Proofs for the Future of Mathematics","describe":"Lean is an interactive theorem prover that is revolutionizing how mathematical proofs are written and verified. As an open-source project, Lean has fostered a growing community of mathematicians, logicians, and programmers who are collaboratively building a comprehensive library of formalized mathematics. This talk will introduce Lean’s core concepts, explore its underlying type theory, and demonstrate how it enables rigorous, computer-verified proofs. No prior experience with proof assistants is required."},"en":{"title":"An Introduction to Lean: Open-Source Proofs for the Future of Mathematics","describe":"Lean is an interactive theorem prover that is revolutionizing how mathematical proofs are written and verified. As an open-source project, Lean has fostered a growing community of mathematicians, logicians, and programmers who are collaboratively building a comprehensive library of formalized mathematics. This talk will introduce Lean’s core concepts, explore its underlying type theory, and demonstrate how it enables rigorous, computer-verified proofs. No prior experience with proof assistants is required."},"tags":[],"uri":"https://coscup.org/2026/session/YTAZMJ","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YTJHQ7","type":113,"room":73,"start":"2025-08-09T10:30:00+08:00","end":"2025-08-09T11:00:00+08:00","language":"英文","speakers":["QZQJ78"],"zh":{"title":"Funding Ruby Infrastructure as a Non-Profit","describe":"Over the past half decade, software supply chains have become an increasing focus for governments and large companies. This has created an interesting dynamic, as Ruby infrastructure (our package manager, package repository, etc.) used to be developed by volunteers. This is the story of how Ruby Central has adapted to the changing times, and has managed to fund work (including a full-time employee!) on our infrastructure. Along with the story of Ruby Central's evolution, we'll cover the current landscape surrounding funding and governance of infrastructural open source projects, and hopefully come away feeling hopeful about the future of critical open source."},"en":{"title":"Funding Ruby Infrastructure as a Non-Profit","describe":"Over the past half decade, software supply chains have become an increasing focus for governments and large companies. This has created an interesting dynamic, as Ruby infrastructure (our package manager, package repository, etc.) used to be developed by volunteers. This is the story of how Ruby Central has adapted to the changing times, and has managed to fund work (including a full-time employee!) on our infrastructure. Along with the story of Ruby Central's evolution, we'll cover the current landscape surrounding funding and governance of infrastructural open source projects, and hopefully come away feeling hopeful about the future of critical open source."},"tags":[],"uri":"https://coscup.org/2026/session/YTJHQ7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YWZHXK","type":113,"room":76,"start":"2025-08-09T15:40:00+08:00","end":"2025-08-09T16:10:00+08:00","language":"中文","speakers":["WGV8UG"],"zh":{"title":"原住民語遇上鏈結化資料：Wikidata 中各南島主題現況","describe":"臺灣原住民社群參與維基媒體運動最早可追溯到台灣原住民語維基百科孵育計畫，當時是以維基媒體介面翻譯、維基百科孵育為主要的專案計畫。\r\n\r\n在 2021 年起，開始嘗試維基百科以外的原住民語社群工作坊設計：首次在撒奇萊雅族工作坊推出圖片編輯工作坊、維基百科模板翻譯工作坊以及 Wikidata 項目、屬性工作坊。後續於 2023 年與賽德克族合作試辦主題文獻編輯工作坊；2024 年與魯凱族合作試辦魯凱語 Wikidata Lexeme 詞位編輯暨錄音工作坊、年末再與賽德克族合作舉辦賽德克語 Wikidata Lexeme 編輯工作坊。今年則與阿美族、泰雅族、噶哈巫族以及賽德克族合作再開設 Wikidata 屬性翻譯與 Lexeme 編輯工作。\r\n\r\n本次講座將會綜合歸納目前講者自身與各族社群合作舉辦 Wikidata 工作坊的經驗，分享目前 Wikidata 在各臺灣南島語言的收錄現況，希望提供各小語言社群未來要舉辦維基媒體工作坊或是各開放軟體、平台要收錄台灣各語言時一些建議與方向。"},"en":{"title":"Aboriginal language meets linking data: the current state of South Island themes in Wikidata.","describe":"The involvement of Taiwan's aboriginal communities in the Wikimedia movement can be traced back to the Taiwan Aboriginal Language Wikipedia Incubation Program, which at that time focused on the translation of the Wikimedia interface and the incubation of the Wikipedia as the main project.\r\n\r\nIn 2021, we began to try to design workshops for indigenous language communities other than Wikipedia: the first Sakia workshop was held to introduce a photo editing workshop, a Wikipedia template translation workshop, and a Wikidata project and attribute workshop. In 2023, we will collaborate with the Sedek to hold a workshop on editing thematic documents; in 2024, we will collaborate with the Rukai to hold a workshop on editing and recording Rukai Wikidata Lexeme; and at the end of the year, we will collaborate with the Sedek to hold a workshop on editing Sedek Wikidata Lexeme. At the end of the year, a Wikidata Lexeme editing workshop was held in cooperation with the Sedek. This year, the Wikidata Lexeme translation and editing workshop was held in cooperation with the Amis, Atayal, Kahawu, and the Sedek.\r\n\r\nThis talk will summarize the speaker's own experience in organizing Wikidata workshops with various ethnic groups, share the current status of Wikidata's inclusion of Taiwan's southern island languages, and hopefully provide some suggestions and directions for small language groups to organize Wikimedia workshops or open software and platforms to include Taiwan's languages in the future. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/YWZHXK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"YYLD38","type":113,"room":92,"start":"2025-08-09T13:30:00+08:00","end":"2025-08-09T14:00:00+08:00","language":"Mandarin","speakers":["LJBY3J"],"zh":{"title":"融入商業思維，讓地方創生永續前行","describe":"地方創生是許多已開發國家必須解決的問題，而且是生存問題。\r\n它不但關係著該地住民的生活品質，甚至會影響珍貴文化與歷史的傳承。\r\n但為什麼許多立意良善的地方創生計畫總是走不到最後？\r\n為什麼許多隊形完美的團隊最後會支持不下去？\r\n這一切的一切，或許問題都不在創意好不好，而是商業問題。\r\n開源精神在其中又可以扮演什麼角色？\r\n本節將以數位行銷x商業策略人的角度，來分享國外的地方創生案例，邀請大眾一起來思考何為開源精神的「永續地方創生」。"},"en":{"title":"融入商業思維，讓地方創生永續前行","describe":"地方創生是許多已開發國家必須解決的問題，而且是生存問題。\r\n它不但關係著該地住民的生活品質，甚至會影響珍貴文化與歷史的傳承。\r\n但為什麼許多立意良善的地方創生計畫總是走不到最後？\r\n為什麼許多隊形完美的團隊最後會支持不下去？\r\n這一切的一切，或許問題都不在創意好不好，而是商業問題。\r\n開源精神在其中又可以扮演什麼角色？\r\n本節將以數位行銷x商業策略人的角度，來分享國外的地方創生案例，邀請大眾一起來思考何為開源精神的「永續地方創生」。"},"tags":[],"uri":"https://coscup.org/2026/session/YYLD38","co_write":null,"qa":null,"slide":null,"record":null},{"id":"Z89DEC","type":97,"room":91,"start":"2025-08-09T15:10:00+08:00","end":"2025-08-09T15:40:00+08:00","language":"中文","speakers":["LWAJWY"],"zh":{"title":"探索輕量級 AI 系統的可能性：在簡易 OS 上運行 LLM","describe":"大型語言模型（LLM）的運算需求正在降低，這讓我想到能不能讓 LLM 跑在自己設計的 OS上。這個想法來自於我撰寫OS的過程。\r\n\r\nLLM 需要完整的 Linux 環境來運行，但如果我們能在較簡陋的 OS 上和 LLM 通訊，是否能開啟更多嵌入式 AI 應用的可能性？像是離線導覽機、即時翻譯設備，甚至是不依賴完整 OS 的AI 系統。\r\n\r\n為了驗證我的想法，我嘗試寫了一個 POC，並讓 OS 跑在 RISC-V 32 架構上，再透過 virtio 最終與 LLM 通訊。整個流程如下：\r\n\r\n1. 自製 OS 透過 virtio 接收問題，並寫入檔案。\r\n2. Host 端的 Python 程式監聽 virtio 產生的檔案變更，讀取輸入的字串。\r\n3. Host 端的 Python 程式 將字串傳送給 LLM，獲取 AI 生成的回應。\r\n4. LLM 的回應 再次透過 Python 程式寫回 virtio 的輸出檔案。\r\n5. 自製 OS 讀取 virtio 內的檔案內容，並將結果輸出到終端。\r\n這樣一來，我的 OS 就能與 LLM 互動，而不需要完整的 Linux 環境。\r\n\r\n透過這次的會議，我希望向開發者請教在沒有完整 OS 的情況下，是否有更好的方法來構建 LLM 系統？\r\n\r\n這是一個關於作業系統、虛擬化與 AI 的實驗，如果您對這個主題有興趣，歡迎一起討論！"},"en":{"title":"Running LLMs on a Minimal OS–Exploring the Possibilities of Lightweight AI Systems","describe":"The computing requirements for Large Language Models (LLMs) are decreasing, which made me wonder if it’s possible to run an LLM on an operating system (OS) that I designed myself. This idea came from my experience in developing an OS.\r\n\r\nCurrently, LLMs need a full Linux environment to run, but what if we could communicate with an LLM on a simpler OS? Would this open up new possibilities for embedded AI applications, such as offline navigation machines, real-time translation devices, or AI systems that don’t rely on a full OS?\r\n\r\nTo test my idea, I created a proof of concept (PoC) and ran my OS on a RISC-V 32 architecture. I then used virtio to enable communication with the LLM. The process works as follows:\r\n\r\n1. The custom OS receives a question through virtio and writes it to a file.\r\n2. A Python program on the host monitors changes to the file created by virtio and reads the input string.\r\n3. The Python program sends the string to the LLM and gets the AI-generated response.\r\n4. The response from the LLM is written back to the output file through the Python program.\r\n5. The custom OS reads the file content from virtio and displays the result in the terminal.\r\nWith this setup, my OS can interact with an LLM without requiring a full Linux environment.\r\n\r\nThrough this session, I hope to ask developers if there are better ways to build an LLM system without a full OS.\r\n\r\nThis is an experiment in operating systems, virtualization, and AI. If you're interested in this topic, let's discuss it together!"},"tags":[],"uri":"https://coscup.org/2026/session/Z89DEC","co_write":null,"qa":null,"slide":null,"record":null},{"id":"Z9WJEX","type":97,"room":74,"start":"2025-08-09T14:10:00+08:00","end":"2025-08-09T14:40:00+08:00","language":"中文","speakers":["RR8CLR"],"zh":{"title":"用 Gemma 3 開放模型來解決企業難解的問題","describe":"Google 在今年 3 月推出了的 Gemma 3 開放模型，承載者 Gemma 2 的優勢，可說是全新改版，\r\n在地端有限的資源，將商用 GPU 卡效益發揮得淋漓盡致，\r\n企業在處理例如個資等敏感資訊的時候，更為小心與注意。而這個地端模型，除了增進各種文書效率之外，\r\n剛好可以解決企業例如個人資料保護與過濾等敏感的問題，就看如何實作與應用吧！"},"en":{"title":"Solving Tough Enterprise Problems with Gemma 3 Open Models","describe":"In March of this year, Google launched its Gemma 3 open model. Carrying forward the strengths of Gemma 2, it's a completely revamped version.\r\n\r\nThis model excels at maximizing the efficiency of commercial GPU cards, even with limited on-premise resources. When enterprises handle sensitive information like personal data, they must exercise extreme caution. This on-premise model not only boosts various document efficiencies but also provides a perfect solution for sensitive enterprise challenges such as personal data protection and filtering. It all comes down to how it's implemented and applied!"},"tags":[],"uri":"https://coscup.org/2026/session/Z9WJEX","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZAUAMU","type":113,"room":93,"start":"2025-08-10T14:00:00+08:00","end":"2025-08-10T14:30:00+08:00","language":"中文","speakers":["UH8GLX"],"zh":{"title":"Server system firmware in open-source solution","describe":"Open system firmware refers to firmware that is developed using open standards and often open source, enabling transparency, customization, and community-driven innovation. This presentation introduces the concept of open system firmware, explores its benefits over proprietary alternatives, and highlights major open firmware projects such as coreboot and EDKII. We will also share the development progress in open system firmware of MiTAC.\r\n\r\n 開源系統韌體是指使用開放標準開發的韌體，旨在實現透明度、客製化和社群驅動的創新。本演講將介紹開源系統韌體的概念，探討其相對於專有方案的優勢，並重點介紹 coreboot 和 EDKII 等主要的開源韌體專案。我們也將分享神達(MiTAC)開源系統韌體的開發進展。"},"en":{"title":"Server system firmware in open-source solution","describe":"Open system firmware refers to firmware that is developed using open standards and often open source, enabling transparency, customization, and community-driven innovation. This presentation introduces the concept of open system firmware, explores its benefits over proprietary alternatives, and highlights major open firmware projects such as coreboot and EDKII. We will also share the development progress in open system firmware of MiTAC.\r\n\r\n 開源系統韌體是指使用開放標準開發的韌體，旨在實現透明度、客製化和社群驅動的創新。本演講將介紹開源系統韌體的概念，探討其相對於專有方案的優勢，並重點介紹 coreboot 和 EDKII 等主要的開源韌體專案。我們也將分享神達(MiTAC)開源系統韌體的開發進展。"},"tags":[],"uri":"https://coscup.org/2026/session/ZAUAMU","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZFLHM7","type":113,"room":93,"start":"2025-08-09T11:50:00+08:00","end":"2025-08-09T12:20:00+08:00","language":"中文","speakers":["8NATHN"],"zh":{"title":"從開源到開市：一間醫療資訊公司如何靠 FHIR 與開源文化走出轉型之路","describe":"開源只是一個技術選項？還是能成為企業競爭策略的核心？本場議程將討論如何以 HL7 FHIR 醫學資訊開放標準 — 為核心，推動醫療資訊公司實踐開源轉型，並透過內部制度到外部策略的方式，讓開源成為永續發展的引擎。\r\n\r\n本場議程將從兩大面向切入：\r\n1. **內部制度**：介紹如何建立支持開源貢獻的獎勵制度、開放標準導入流程，以及如何讓開發團隊從「使用開源」走向「回饋開源」。\r\n2. **外部戰略**：探討如何結合 FHIR 標準與開源工具，打造具市場競爭力的產品與平台服務，並擴展企業在政府與產業生態中的影響力。\r\n\r\n本場議程將以實務經驗分享，說明在醫療資訊這個高度監管與保守的產業中，如何以「社會企業精神」為核心，打造一條不依賴封閉商模、也能永續營運的開源之路。"},"en":{"title":"From Open Source to Open Market: How a Health IT Company Transformed with FHIR and Open Source Culture","describe":"Is open source merely a technical choice, or can it become a core business strategy? This session explores how HL7 FHIR — an open standard for health information exchange — became the foundation for a health IT company’s transformation journey, using open source culture as a strategic asset rather than an afterthought.\r\n\r\nThe talk will cover two key dimensions of this transformation:\r\n1. **Internal Policies**: How we implemented incentive structures for open source contribution, integrated open standards like FHIR into our development processes, and empowered our team to shift from consuming to contributing to open source.\r\n2. **External Strategy**: How we built competitive products and platform services using FHIR and open source tools, while expanding influence through community engagement, education, and participation in public standards.\r\n\r\nThis talk shares real-world practices from a heavily regulated and traditionally conservative industry, showcasing how social enterprise principles and open collaboration can support not only sustainable development — but sustainable business."},"tags":[],"uri":"https://coscup.org/2026/session/ZFLHM7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZJHLEP","type":113,"room":79,"start":"2025-08-10T11:00:00+08:00","end":"2025-08-10T11:30:00+08:00","language":"英文","speakers":["SVFKJT"],"zh":{"title":"Nix 介紹：程式設計、打包軟體和可重複的開發環境","describe":"Nix 是一個開源的套件管理系統，主要針對 Unix 類系統所設計。它不僅僅是一個套件管理器，更是一個讓軟體構建與部署過程變得可預測、可重複的完整生態系統。\r\n\r\n這次演講我會聚焦在三個主題上：\r\n1. Nix 程式設計語言\r\n2. 使用 Nix 打包軟體\r\n3. 利用 Nix flakes 建立可重複的開發環境\r\n我們會先從 Nix 的基本概念開始談起，理解它是如何管理軟體與環境，然後再深入這三個主題。\r\n\r\n首先，來看看 Nix 語言本身。這是一種純函數式語言，它具有延遲求值、動態型別的特性，最主要的用途是用來描述軟體套件的內容。等一下我會透過一些簡單的程式碼範例，帶大家一步一步認識這門語言。\r\n\r\n接著，我們會討論 Nix 如何處理軟體打包。在 Nix 的世界裡，每個軟體包被定義為一個「衍生品」，英文叫 derivation。你可以把它想像成一個建構配方，它描述了如何從一組輸入建構出一個特定的軟體。這些衍生品是用 Nix 語言來撰寫的，而當我們執行構建命令時，Nix 會根據這些描述產出一個「儲存元素」（store path）。這些儲存元素是不可變的，而且是根據建構輸入的雜湊值來命名的，這也意味著：如果你看到兩個名稱相同的儲存元素，那它們的內容幾乎可以確定是一模一樣的。\r\n\r\n最後，我們會談到可重複的環境建構。這是 Nix 最令人驚艷的地方之一。因為所有衍生結果都是不可變、且唯一命名的，我們可以精確地還原出一個開發或執行環境，不管是在你的筆電、同事的電腦，還是幾個月後的伺服器上——效果都是一樣的。我會以 Nix flakes 為例，這是一種新穎但仍在實驗階段的打包方式，來示範如何定義並重現一個完整的開發環境。"},"en":{"title":"Intro to Nix: Programming, Packaging, and Reproducible Environments","describe":"Nix is an open-source, functional package manager for Unix-like systems. In this talk I give (1) an introduction to the Nix programming language, (2) packaging software with Nix, and (3) creating reproducible environments with Nix flakes. I begin with an overview of Nix and how it manages software before proceeding with the aforementioned items.\r\n\r\nThe Nix programming language is purely functional, lazily evaluated, and dynamically typed language that is used for defining the contents of software packages. In this part, I describe the Nix language and walk through example code.\r\n\r\nAfter introducing the language, I explain how software packages are defined in Nix, as \"derivations\" written in the Nix language. Nix's build commands accept derivations as inputs and produce Nix store elements as outputs. Nix store elements are immutable and named with cryptographic hashes that are based on build inputs, ensuring that any two store elements with the same name almost surely contain identical contents.\r\n\r\nThe third and final topic I cover is that of reproducible environments. Because the results of all Nix derivations are immutable and uniquely named, and because development environments consist of a set of derivation results, development environments defined by Nix can be made identical across time and workstations. I discuss how Nix environments are defined and provide an example using Nix flakes, an experimental approach to packaging Nix-based projects."},"tags":[],"uri":"https://coscup.org/2026/session/ZJHLEP","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZLXRGK","type":113,"room":74,"start":"2025-08-10T14:50:00+08:00","end":"2025-08-10T15:20:00+08:00","language":"中文","speakers":["EXVKYY"],"zh":{"title":"你造中國開源 / AI 吗？","describe":"透過中國開源年度報告與多個行業深度分析，幫助聽眾了解中國開源與 AI 的發展與競爭態勢。本次分享內容適合想在即將到來的 AGI 時代躺平或是打平的聽眾！"},"en":{"title":"Do you know anything about open source / AI in China?","describe":"Through the China Open Source Annual Report and in-depth analysis of various industries, we will help the audience to understand the development and competition of open source and AI in China. The content of this presentation is suitable for those who want to lay down or fight in the upcoming AGI era! (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/ZLXRGK","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZPEAM8","type":113,"room":88,"start":"2025-08-10T10:15:00+08:00","end":"2025-08-10T10:45:00+08:00","language":"中文","speakers":["RJLZRY"],"zh":{"title":"從 User 到 Contributor，如何開啟你的第一個 Open Source PR","describe":"講者是 Apache Kafka Committer，從 2024 年開始參與 Apache Kafka 專案的開發與貢獻，這次演講以 Apache Kafka 為例，透過講者自身經驗分享，如何從以一介台灣小小的地方工程師的身份參與國際熱門開源專案。\r\n台灣有非常多的工程師都曾經聽過那些非常熱門的開源專案，也曾起心動念要貢獻，但是礙於沒有經驗、語言問題等種種因素而作罷，講者將從自身經驗出發，分享貢獻 Apache 軟體基金會旗下的開源專案該注意什麼，怎麼樣才能在發 PR 時看起來像是一個 Professional。\r\n除此之外也會分享一些貢獻開源至今發生的趣聞和心得。\r\n聽完本次分享，聽眾應該不會變成開源大神，但至少發第一個 PR 時應該會看起來很神。"},"en":{"title":"From Zero to Oreo, How to create your first PR to open source project","describe":"The speaker is an Apache Kafka Committer who has been involved in developing and contributing to the Apache Kafka project since 2024. This talk takes Apache Kafka as an example, and shares through the speaker's own experience how he participated in the international popular open source projects from his position as a small local engineer in Taiwan.\r\nThere are many engineers in Taiwan who have heard of those popular open source projects and have thought of contributing to them, but due to various factors such as lack of experience and language problems, they have not done so. The speaker will share from his own experience what he should pay attention to when contributing to open source projects under the Apache Software Foundation, and how he can look like a professional when he sends out PRs.\r\nIn addition, he will also share some anecdotes and insights that have happened so far in contributing to open source projects.\r\nAfter listening to this talk, the audience should not become a god of open source, but at least they should look great when they send out their first PR. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/ZPEAM8","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZQPG87","type":113,"room":71,"start":"2025-08-09T11:30:00+08:00","end":"2025-08-09T11:50:00+08:00","language":"English","speakers":["9HEVK3"],"zh":{"title":"From Recipe to Retail: Designing ERP Systems That Real People Use","describe":"Most ERP systems cater to developers and accountants, leaving out bakers, liquor stores, and small business owners. In my experience helping an artisan bread maker digitize operations with Odoo, I crafted a system that aligns with their thought processes and workflows.\r\n\r\nIn this talk, I will discuss my approach to open source ERP as a designer, covering aspects like system mapping, semantic search, Docker deployment, and Gmail OAuth integration. I will demonstrate how design thinking and a user-centered methodology transformed a complex tool into a user-friendly business platform.\r\n\r\nThis talk will be for designers or creative technical folks curious about ERP, developers aiding users, and anyone interested in entering open source, highlighting the importance of accessibility, automation, and the impact of open tools in creative environments."},"en":{"title":"From Recipe to Retail: Designing ERP Systems That Real People Use","describe":"Most ERP systems cater to developers and accountants, leaving out bakers, liquor stores, and small business owners. In my experience helping an artisan bread maker digitize operations with Odoo, I crafted a system that aligns with their thought processes and workflows.\r\n\r\nIn this talk, I will discuss my approach to open source ERP as a designer, covering aspects like system mapping, semantic search, Docker deployment, and Gmail OAuth integration. I will demonstrate how design thinking and a user-centered methodology transformed a complex tool into a user-friendly business platform.\r\n\r\nThis talk will be for designers or creative technical folks curious about ERP, developers aiding users, and anyone interested in entering open source, highlighting the importance of accessibility, automation, and the impact of open tools in creative environments."},"tags":[],"uri":"https://coscup.org/2026/session/ZQPG87","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZRRASY","type":113,"room":92,"start":"2025-08-10T10:00:00+08:00","end":"2025-08-10T10:30:00+08:00","language":"中文","speakers":["GDQ3EW"],"zh":{"title":"鏈結開放資料的效益與挑戰 - 檢視 OCLC 對 Wikibase 的實驗與成果","describe":"Wikidata 是一個人人都可以編輯的自由知識庫，承襲了 Wikimedia 家族一貫的多語言傳統，來自世界各地的人們皆可以通過自己的語言針對自己有興趣的項目來進行編輯與貢獻。截自今日將近十三年下來，Wikidata 如今已經蒐錄了超過一億個項目，囊括了各式主題。雖然一億這個數字乍聽之下頗為龐大，但是相比於人類知識的總和來說一億不過是沙灘上的一杯沙子罷了。為了近一步強化 Wikidata 生態系的完備性與多元性，我們需要更多的人一同加入，共同來將生活中點點滴滴的資訊轉化成為結構化的鏈結資料。\r\n\r\n在本次的議程中，我們將會從 OCLC Report: Creating Library Linked Data with Wikibase 這篇由 OCLC 所發布的 Wikibase 探索報告中總結採用鏈結資料工作模式到底能有什麼樣的益處，同時檢視還有怎麼樣的挑戰尚未被解決。"},"en":{"title":"The Benifit and Challenges of Linked Data - Examin the result from OCLC Wikibase experiment","describe":"Wikidata is a free knowledge base that anyone can edit. Inheriting the Wikimedia family's tradition of multilingualism, people from all over the world can edit and contribute to items of interest in their own language. Today, nearly thirteen years later, Wikidata has more than 100 million items on a wide range of topics. While 100 million may sound like a large number, compared to the sum of human knowledge, 100 million is just a cup of sand on the beach. In order to further enhance the completeness and diversity of the Wikidata ecosystem, we need more people to join us in transforming life's little bits of information into structured links.\r\n\r\nIn this session, we'll take a look at the OCLC Report: Creating Library Linked Data with Wikibase, a Wikibase Discovery Report published by OCLC, to summarize the benefits of adopting a linked data workflow model, and to examine what challenges remain unaddressed. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/ZRRASY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZTWXLY","type":113,"room":89,"start":"2025-08-09T10:00:00+08:00","end":"2025-08-09T10:20:00+08:00","language":"中文","speakers":["HYQJNJ"],"zh":{"title":"開源農業 大成功-COODFA社群介紹","describe":"農業開放資料社群講古時間：15分鐘認識COODFA"},"en":{"title":"Open Source Farming Big Success - COODFA Community Introduction","describe":"15 minutes to recognize COODFA (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/ZTWXLY","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZUYPVM","type":116,"room":79,"start":"2025-08-09T14:15:00+08:00","end":"2025-08-09T14:45:00+08:00","language":"中文","speakers":["JBMTJ8"],"zh":{"title":"深入解析 Linux Kernel 的 Min Heap 實作細節與效能考量","describe":"本議程介紹 Linux Kernel 中通用 min heap 函式庫的實作細節與維護經驗，內容涵蓋多項與效能與可擴充性相關的工程決策。我們使用 bottom-up variant 的 heapify 方法，能在一般情況下有效減少約 50% 的比較次數，但在 bcache 等場景中，當 heap 中存在大量重複元素時，該演算法會退化至 O(log n) 時間複雜度。因此我們提供兩種不同的 heapify API，讓使用者可依據資料特性進行選擇。\r\n\r\n此外，我們使用 prescale counter 技術減少乘法指令的使用，並處理 retpoline 引入後間接函式呼叫效能下降的問題。原本透過 always_inline 避免間接呼叫開銷，但為控制 kernel 映像大小，後續改為非 inline 實作。\r\n\r\n最後，為支援多種型別，我們以 C 巨集實作泛型機制，提供類似 C++ template 的使用體驗，並加上編譯期型別檢查以增強穩定性。整體實作考量效能、可維護性與靈活性，適合對資料結構實作與核心效能調整有興趣的聽眾。"},"en":{"title":"Implementation and Performance Tuning of the Min Heap Library in the Linux Kernel","describe":"This session presents the design and maintenance of the generic min heap library in the Linux Kernel, focusing on performance optimizations and engineering trade-offs. We implemented a bottom-up variant of the heapify algorithm that reduces the number of comparisons by approximately 50% in typical cases. However, in scenarios such as bcache where many duplicate elements exist in the heap, this variant degrades to O(log n), leading us to provide two heapify APIs to let users choose based on their data characteristics.\r\n\r\nTo further reduce CPU overhead, we applied a prescale counter technique to avoid unnecessary multiplication instructions. We also addressed the increased cost of indirect function calls introduced by retpoline (used for Spectre mitigation). Initially, all min heap functions were marked always_inline to avoid this cost, but as adoption grew, we switched to non-inline versions to reduce kernel image size.\r\n\r\nAdditionally, we used C macros to implement a generic min heap mechanism, similar in spirit to C++ templates, while incorporating compile-time type checks for correctness. This talk is intended for audiences interested in kernel-level data structure implementations and performance tuning."},"tags":[],"uri":"https://coscup.org/2026/session/ZUYPVM","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZYFR8B","type":116,"room":82,"start":"2025-08-09T10:40:00+08:00","end":"2025-08-09T11:10:00+08:00","language":"中文","speakers":["93PTX3"],"zh":{"title":"每天上鏈看錢包太累？讓我用 n8n 自動撈資料、再用 Gemini 告訴你今天該不該 FOMO","describe":"Solana 鏈上每天產生海量資料，若能結合自動化流程與 AI 模型進行即時分析，將大幅提升觀察與反應效率。本議程將示範如何使用開源工作流程工具 n8n，自動擷取 Solana 區塊鏈上的交易記錄（透過 RPC 或社群節點），並整合 Gemini（Google）或 Ollama（本地 LLM）模型進行自然語言摘要與異常識別。我將展示如何設定自動排程抓取錢包交易、解析金額與對象，進一步由 AI 判讀是否有大額或陌生互動，並透過 Email / Slack 發出報告或警示。所有步驟皆使用開源工具，適合希望打造可複製、自託管、自定義的區塊鏈資料分析流程的開發者與資料人員。聽眾將學會 n8n 的自動化實作技巧、區塊鏈 RPC 使用、AI 模型 prompt 設計與應用整合。"},"en":{"title":"Tired of checking wallets on-chain every day? Let n8n fetch the data for you, and Gemini tell you whether it's a FOMO kind of day.","describe":"This session showcases how to automate Solana on-chain data analysis with the open-source workflow engine n8n, integrating community-built nodes with Gemini or Ollama for AI summarization. Attendees will learn how to fetch and clean blockchain transaction data, analyze trends and anomalies via local or cloud LLMs, and deliver actionable summaries through automated reports or alerts. Built entirely on open technologies, this workflow enables reproducible, privacy-respecting data pipelines for developers and analysts."},"tags":[],"uri":"https://coscup.org/2026/session/ZYFR8B","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZYLQQ7","type":97,"room":91,"start":"2025-08-09T14:35:00+08:00","end":"2025-08-09T15:05:00+08:00","language":"英文","speakers":["VRJU3L"],"zh":{"title":"Gitlab CI workflows for full system testing using openQA","describe":"openQA is an automated testing platform that allows for full, systems level, tests, which is currently being used by openSUSE, GnomeOS, Fedora (and more!). This talk to will discuss, and demonstrate, how to integrate tests into existing Gitlab CI pipelines for a system (e.g a buildstream or yocto project) to enable full merge-request level testing"},"en":{"title":"Gitlab CI workflows for full system testing using openQA","describe":"openQA is an automated testing platform that allows for full, systems level, tests, which is currently being used by openSUSE, GnomeOS, Fedora (and more!). This talk to will discuss, and demonstrate, how to integrate tests into existing Gitlab CI pipelines for a system (e.g a buildstream or yocto project) to enable full merge-request level testing"},"tags":[],"uri":"https://coscup.org/2026/session/ZYLQQ7","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZYXCUT","type":116,"room":80,"start":"2025-08-10T13:45:00+08:00","end":"2025-08-10T16:00:00+08:00","language":"中文","speakers":["J39RLR"],"zh":{"title":"用 Side Project 解決一個你在乎的問題：實作 x 思考 x 行動","describe":"你是否有很多想法，但總是不知道該從哪裡開始做 Side Project？\r\n這場 Workshop 將帶你從「探索問題 → 發想點子 → 實作原型 → 分享展示」一步步實作出屬於你的 Side Project 初版。工作坊中，我將分享我在島島阿學等專案中的實戰經驗，包括如何找到真正的問題、選擇合適技術、快速開發 MVP、以及如何在有限時間內做出能展示的成果。\r\n\r\n無論你是技術新手、設計師、教育工作者、或對開源有興趣的行動者，都能在這場工作坊中用行動探索「你想解決什麼問題」，並帶回一個可公開展示的小作品。"},"en":{"title":"Solve a problem you care about with Side Project: Practice x Think x Act!","describe":"Do you have a lot of ideas, but don't know where to start your Side Project?\r\nThis workshop will take you step by step from \"Exploring Problem → Ideas → Prototyping → Sharing\" to realize your first version of Side Project. In the workshop, I will share my real-world experience in projects such as the Island School, including how to find the real problem, choose the right technology, develop MVP quickly, and how to make a presentable result in a limited time.\r\n\r\nWhether you are a technology novice, a designer, an educator, or an activist interested in open source, this workshop is a chance for you to explore \"what problem you want to solve\" in action and come back with a small, publicly demonstrable piece of work. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/ZYXCUT","co_write":null,"qa":null,"slide":null,"record":null},{"id":"ZZEPWU","type":113,"room":79,"start":"2025-08-09T11:30:00+08:00","end":"2025-08-09T12:00:00+08:00","language":"中文","speakers":["CXXEK8"],"zh":{"title":"利用 Linux 和 RTOS 進行異質多核處理器之間的通訊","describe":"異質多核通訊的動機多元，但不外乎是確保有即時 (real-time) 需求的任務執行在專屬的處理器，通常運作 RTOS。而演算法更新、網路堆疊或資料彙整處理則在運算能力較強的處理透過 Linux 來進行，如此不僅可降低功耗，也保有系統的即時和容錯能力。本議程以 RISC-V 硬體進行異質多核通訊的解說和驗證：執行在 ThreadX 即時作業系統的「小核」載入少量且明確的程式碼，而藉由 RPMsg，使得運作於「大核」的 Linux 得以與 ThreadX 通訊，當 Linux 核心因驅動錯誤產生高負載甚至無進展時，小核的控制任務仍可維持運作，確保裝置安全。議程也會討論 RPMsg、remoteproc 和 OpenAMP 一類開發框架的移植和整合運用。"},"en":{"title":"Communication between heterogeneous multiprocessors using Linux and RTOS","describe":"The motivation for heterogeneous multicore communication is multifaceted, but it is to ensure that tasks with real-time requirements are executed on a dedicated processor, usually running RTOS, while algorithmic updates, network stacks, or data aggregation are handled on Linux, which is a more powerful processor that not only lowers the power consumption, but also preserves real-time and fault-tolerance of the system. This program uses RISC-V hardware to explain and validate heterogeneous multicore communication: the \"small core\" running on the ThreadX real-time operating system is loaded with a small amount of well-defined code, and the Linux running on the \"big core\" is enabled to communicate with ThreadX through RPMsg. When the Linux kernel is under high load or even out of progress due to a driver error, the control tasks of the small core can still be maintained to ensure the operation of the device. When the Linux kernel is under high load due to driver errors, or even when there is no progress, the small kernel's control tasks can still be maintained to ensure the safety of the device. The agenda will also discuss the porting and integration of development frameworks such as RPMsg, remoteproc and OpenAMP. (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)"},"tags":[],"uri":"https://coscup.org/2026/session/ZZEPWU","co_write":null,"qa":null,"slide":null,"record":null}],"speakers":[{"id":"LJQFGG","avatar":"https://pretalx.coscup.org/media/avatars/LJQFGG_QkuaMFR.jpg","zh":{"name":"王良丞/LCWang","bio":"嵌入式系統工程師/embedded engineer"},"en":{"name":"王良丞/LCWang","bio":"嵌入式系統工程師/embedded engineer"}},{"id":"ZFW33N","avatar":"https://pretalx.coscup.org/media/avatars/ZFW33N_XvXr7WE.jpg","zh":{"name":"Ian Liu","bio":"2013 幫 Muka 救火掉進 COSCUP 行銷坑，就坑坑相連出沒在 SITCON, g0v Summit, CCTW 中，也當過拉贊及出納志工小精靈。資傳碩班時接觸了資訊社會學，進而思索怎樣讓地方或人文的人都能快速接觸開放精神，也試著在一些文恐行動中試著嘗試開放的概念。曾在某前瞻計畫中試著推動開放資料與 CC ，突然醒悟覺得來 OCF 可試著從不同角度「更用力」使力。"},"en":{"name":"Ian Liu","bio":"2013 幫 Muka 救火掉進 COSCUP 行銷坑，就坑坑相連出沒在 SITCON, g0v Summit, CCTW 中，也當過拉贊及出納志工小精靈。資傳碩班時接觸了資訊社會學，進而思索怎樣讓地方或人文的人都能快速接觸開放精神，也試著在一些文恐行動中試著嘗試開放的概念。曾在某前瞻計畫中試著推動開放資料與 CC ，突然醒悟覺得來 OCF 可試著從不同角度「更用力」使力。"}},{"id":"WUXBDZ","avatar":"https://pretalx.coscup.org/media/avatars/WUXBDZ_CqrQdHP.webp","zh":{"name":"數位發展部","bio":""},"en":{"name":"數位發展部","bio":""}},{"id":"TYUY9H","avatar":"https://pretalx.coscup.org/media/avatars/TYUY9H_0rh8IFt.jpg","zh":{"name":"Jin","bio":"Jin is a project coordinator at the Open Culture Foundation (OCF), where she first discovered the world of open source and the vibrant community behind it. She is passionate about bringing the spirit of open source into the digital security space, making it more accessible and transparent for everyone."},"en":{"name":"Jin","bio":"Jin is a project coordinator at the Open Culture Foundation (OCF), where she first discovered the world of open source and the vibrant community behind it. She is passionate about bringing the spirit of open source into the digital security space, making it more accessible and transparent for everyone."}},{"id":"WHLDKM","avatar":"https://pretalx.coscup.org/media/avatars/WHLDKM_CVZ034w.jpg","zh":{"name":"yo","bio":"Backend engineer."},"en":{"name":"yo","bio":"Backend engineer."}},{"id":"ASUFF7","avatar":null,"zh":{"name":"Owen Wu 吳歐文","bio":""},"en":{"name":"Owen Wu 吳歐文","bio":""}},{"id":"EEXWJH","avatar":"https://pretalx.coscup.org/media/avatars/EEXWJH_qaVYfMJ.png","zh":{"name":"Tina Lin","bio":"歷經一連串的職涯探索後，轉職為 Mobile 開發者，目前擔任 Android 工程師，同時於在職專班進修。工作之餘學習德文、吉他與板類運動。"},"en":{"name":"Tina Lin","bio":"歷經一連串的職涯探索後，轉職為 Mobile 開發者，目前擔任 Android 工程師，同時於在職專班進修。工作之餘學習德文、吉他與板類運動。"}},{"id":"SCD88M","avatar":"https://pretalx.coscup.org/media/avatars/0206021-350_6z2B0SB.jpg","zh":{"name":"frakw 廖聖郝","bio":"我是廖聖郝，目前是台科大資工系碩二，研究領域包括電腦圖學、電腦視覺，最近對伺服器與網路相關領域感興趣，歡迎與我交流各種事物!\r\n\r\n個人履歷:\r\nhttps://resume.frakw.com/"},"en":{"name":"frakw 廖聖郝","bio":"我是廖聖郝，目前是台科大資工系碩二，研究領域包括電腦圖學、電腦視覺，最近對伺服器與網路相關領域感興趣，歡迎與我交流各種事物!\r\n\r\n個人履歷:\r\nhttps://resume.frakw.com/"}},{"id":"S3HPPG","avatar":"https://pretalx.coscup.org/media/avatars/S3HPPG_kqTNwyz.jpeg","zh":{"name":"范聖佑","bio":"JetBrains 技術傳教士，負責推廣 Kotlin、JetBrains IDE 及相關技術。平時醉心於技術研究，專注於 Web、後端技術及能提升生產力的技巧，致力於將複雜的技術名詞用通俗易懂的方式讓新手也能吸收。工作之餘也是多年技術社群志工，積極參與開源社群運作。"},"en":{"name":"范聖佑","bio":"JetBrains 技術傳教士，負責推廣 Kotlin、JetBrains IDE 及相關技術。平時醉心於技術研究，專注於 Web、後端技術及能提升生產力的技巧，致力於將複雜的技術名詞用通俗易懂的方式讓新手也能吸收。工作之餘也是多年技術社群志工，積極參與開源社群運作。"}},{"id":"9NRTBF","avatar":"https://pretalx.coscup.org/media/avatars/52304773369_70b54c758b_c_1_KsktUqG.jpeg","zh":{"name":"COSCUP Team","bio":"-"},"en":{"name":"COSCUP Team","bio":"-"}},{"id":"TPJARR","avatar":"https://pretalx.coscup.org/media/avatars/TPJARR_uYsrRcN.png","zh":{"name":"吳承翰 (吳他)","bio":"- 喜愛系統程式\r\n- 喜歡教學與寫作"},"en":{"name":"吳承翰 (吳他)","bio":"- 喜愛系統程式\r\n- 喜歡教學與寫作"}},{"id":"MLHFHG","avatar":"https://pretalx.coscup.org/media/avatars/face_246KSFN.jpeg","zh":{"name":"Daniel Schaefer","bio":"System Software Engineer at Framework Computer"},"en":{"name":"Daniel Schaefer","bio":"System Software Engineer at Framework Computer"}},{"id":"EKGMTT","avatar":"https://pretalx.coscup.org/media/avatars/EKGMTT_isigtM0.jpg","zh":{"name":"Charles","bio":"獨立開發者, 前 imToken 工程師"},"en":{"name":"Charles","bio":"獨立開發者, 前 imToken 工程師"}},{"id":"MYDS89","avatar":"https://pretalx.coscup.org/media/avatars/68916545_2327759284005236_1149131234622832640_n_lYh6EOA.jpg","zh":{"name":"Eric Wu","bio":""},"en":{"name":"Eric Wu","bio":""}},{"id":"GX3MT7","avatar":"https://pretalx.coscup.org/media/avatars/GX3MT7_bhsaWGI.webp","zh":{"name":"李冠緯","bio":""},"en":{"name":"李冠緯","bio":""}},{"id":"SVWKQR","avatar":"https://pretalx.coscup.org/media/avatars/438154537_753158950300339_1046951581845675154_n_FDtpZjD.jpg","zh":{"name":"Huanyi (Eric)","bio":""},"en":{"name":"Huanyi (Eric)","bio":""}},{"id":"K8JT3K","avatar":null,"zh":{"name":"Mike","bio":""},"en":{"name":"Mike","bio":""}},{"id":"7NMFHT","avatar":null,"zh":{"name":"Yuli","bio":""},"en":{"name":"Yuli","bio":""}},{"id":"CEQHUW","avatar":"https://pretalx.coscup.org/media/avatars/CEQHUW_PjdtE0Y.webp","zh":{"name":"Hannah KAO 高高","bio":"我是一名專注於性別平等教育的非營利組織工作者，透過教育、倡議與數位媒體，幫助更多人理解並參與與公共議題討論。此外，我也積極參與 WordPress 社群，是 WordPress 彩虹小聚的主辦人之一。\r\n\r\nI am an advocate and nonprofit professional focusing on gender equity education. I work through education, advocacy, and digital media to raise public awareness of gender issues. I also actively participate in the WordPress community. I'm one of the organizer of WordPress Pride Meetup."},"en":{"name":"Hannah KAO 高高","bio":"我是一名專注於性別平等教育的非營利組織工作者，透過教育、倡議與數位媒體，幫助更多人理解並參與與公共議題討論。此外，我也積極參與 WordPress 社群，是 WordPress 彩虹小聚的主辦人之一。\r\n\r\nI am an advocate and nonprofit professional focusing on gender equity education. I work through education, advocacy, and digital media to raise public awareness of gender issues. I also actively participate in the WordPress community. I'm one of the organizer of WordPress Pride Meetup."}},{"id":"EEE838","avatar":"https://pretalx.coscup.org/media/avatars/EEE838_b2x1Ixy.jpg","zh":{"name":"Peter Membrey","bio":"Peter Membrey is Chief Research Officer at ExpressVPN, where he leads the exploration of emerging technologies that will define the future of privacy infrastructure. As the creator of Lightway—ExpressVPN's open-source VPN protocol protecting millions of users worldwide—and a core architect of TrustedServer, the industry's first RAM-only server platform, Peter has consistently pushed the boundaries of what's possible in security technology. An IEEE Computer Society Distinguished Contributor and Chartered Fellow of the British Computer Society, Peter holds a doctorate in engineering and has co-authored over a dozen technical books. His current research focuses on the intersection of open hardware, zero-trust architectures, and privacy-preserving technologies, with particular interest in how RISC-V can revolutionize the security landscape just as Linux transformed software. At ExpressVPN, Peter is spearheading investigations into custom hardware solutions that could redefine privacy technology—from purpose-built VPN appliances to local AI\r\n\r\nprocessing that keeps data under user control. He believes open hardware represents the next frontier in building truly verifiable, trustworthy infrastructure."},"en":{"name":"Peter Membrey","bio":"Peter Membrey is Chief Research Officer at ExpressVPN, where he leads the exploration of emerging technologies that will define the future of privacy infrastructure. As the creator of Lightway—ExpressVPN's open-source VPN protocol protecting millions of users worldwide—and a core architect of TrustedServer, the industry's first RAM-only server platform, Peter has consistently pushed the boundaries of what's possible in security technology. An IEEE Computer Society Distinguished Contributor and Chartered Fellow of the British Computer Society, Peter holds a doctorate in engineering and has co-authored over a dozen technical books. His current research focuses on the intersection of open hardware, zero-trust architectures, and privacy-preserving technologies, with particular interest in how RISC-V can revolutionize the security landscape just as Linux transformed software. At ExpressVPN, Peter is spearheading investigations into custom hardware solutions that could redefine privacy technology—from purpose-built VPN appliances to local AI\r\n\r\nprocessing that keeps data under user control. He believes open hardware represents the next frontier in building truly verifiable, trustworthy infrastructure."}},{"id":"DHWKZY","avatar":"https://pretalx.coscup.org/media/avatars/DHWKZY_I2ST3QI.png","zh":{"name":"Sung Chien-chang / Winston Sung","bio":"MediaWiki中文暨漢語族社群坑主、MediaWiki原始碼審核員\r\n\r\nWinston Sung於2020年3月10日起開始參與MediaWiki開發，於2023年4月17日正式取得MediaWiki原始碼審核員身分，並於2023年12月29日起擔任MediaWiki中文暨漢語族社群坑主至今。目前致力於推動漢語族語言及臺灣原住民族語言在MediaWiki及維基媒體專案的發展及標準化作業。"},"en":{"name":"Sung Chien-chang / Winston Sung","bio":"MediaWiki中文暨漢語族社群坑主、MediaWiki原始碼審核員\r\n\r\nWinston Sung於2020年3月10日起開始參與MediaWiki開發，於2023年4月17日正式取得MediaWiki原始碼審核員身分，並於2023年12月29日起擔任MediaWiki中文暨漢語族社群坑主至今。目前致力於推動漢語族語言及臺灣原住民族語言在MediaWiki及維基媒體專案的發展及標準化作業。"}},{"id":"Q9CTVF","avatar":"https://pretalx.coscup.org/media/avatars/Whale-palette_0RP1Til.png","zh":{"name":"Poren Chiang (@RSChiang)","bio":"RSChiang 研究資訊法，也是長期的開源專案程式碼開發者與翻譯貢獻者。\r\n\r\n---\r\n\r\n[RSChiang](https://poren.tw/) is a long term free-and-open-source software developer and translation contributor who happens to be studying digital law. You could find him on [Mastodon](https://g0v.social/@RSChiang)."},"en":{"name":"Poren Chiang (@RSChiang)","bio":"RSChiang 研究資訊法，也是長期的開源專案程式碼開發者與翻譯貢獻者。\r\n\r\n---\r\n\r\n[RSChiang](https://poren.tw/) is a long term free-and-open-source software developer and translation contributor who happens to be studying digital law. You could find him on [Mastodon](https://g0v.social/@RSChiang)."}},{"id":"PAGJS7","avatar":"https://pretalx.coscup.org/media/avatars/PAGJS7_2pHWBZO.jpeg","zh":{"name":"Shivay Lamba","bio":"Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development.\r\n\r\nHe is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and has also been a MLH Fellow. \r\nHe is actively involved in community work as well. He is a TensorflowJS SIG member, Mentor in OpenMined and CNCF Service Mesh Community, SODA Foundation and has given talks at various conferences like Github Satellite, Voice Global, Fossasia Tech Summit, TensorflowJS Show & Tell."},"en":{"name":"Shivay Lamba","bio":"Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development.\r\n\r\nHe is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and has also been a MLH Fellow. \r\nHe is actively involved in community work as well. He is a TensorflowJS SIG member, Mentor in OpenMined and CNCF Service Mesh Community, SODA Foundation and has given talks at various conferences like Github Satellite, Voice Global, Fossasia Tech Summit, TensorflowJS Show & Tell."}},{"id":"TQF7HH","avatar":"https://pretalx.coscup.org/media/avatars/download_uJg3e6v.jpeg","zh":{"name":"Simon Hornbachner","bio":"Simon has worked both professionally and as a volunteer in various areas of free and open-source software, as well as security. After completing his Bachelor's degree in security, he began his professional career as what would now be called a \"SecDevOps\" engineer, developing infrastructure automation code and deploying and operating automated patch and vulnerability management systems. Following that, he transitioned into a product manager role in the Austrian public health insurance sector, where he was involved in setting up and running the FOSS strategy board, clearance processes, and community engagement programs.\r\n\r\nIn the last couple of years, Simon has worked as a security consultant and subsequently started his own business to focus on the intersection of software user rights, security, and IT strategy. His aim is to help both for-profit and non-profit organizations succeed in creating sustainable and resilient organizational and technical systems that support their organizational goals, empower their users, and are secure.\r\n\r\nFor leisure, Simon is an avid board gamer and tabletop RPG game master."},"en":{"name":"Simon Hornbachner","bio":"Simon has worked both professionally and as a volunteer in various areas of free and open-source software, as well as security. After completing his Bachelor's degree in security, he began his professional career as what would now be called a \"SecDevOps\" engineer, developing infrastructure automation code and deploying and operating automated patch and vulnerability management systems. Following that, he transitioned into a product manager role in the Austrian public health insurance sector, where he was involved in setting up and running the FOSS strategy board, clearance processes, and community engagement programs.\r\n\r\nIn the last couple of years, Simon has worked as a security consultant and subsequently started his own business to focus on the intersection of software user rights, security, and IT strategy. His aim is to help both for-profit and non-profit organizations succeed in creating sustainable and resilient organizational and technical systems that support their organizational goals, empower their users, and are secure.\r\n\r\nFor leisure, Simon is an avid board gamer and tabletop RPG game master."}},{"id":"KFSNTA","avatar":"https://pretalx.coscup.org/media/avatars/matthias-geisler_L8fGtLr.jpg","zh":{"name":"Matthias Geisler","bio":"True believer in (Kotlin) Multiplatform and working with it since 2019. Builds solutions for Android.\r\nOrganizer of KUG Berlin, GDG Android Berlin, XTC Berlin and more."},"en":{"name":"Matthias Geisler","bio":"True believer in (Kotlin) Multiplatform and working with it since 2019. Builds solutions for Android.\r\nOrganizer of KUG Berlin, GDG Android Berlin, XTC Berlin and more."}},{"id":"PL8BEA","avatar":"https://pretalx.coscup.org/media/avatars/PL8BEA_ZaAlRGx.png","zh":{"name":"1Ping Sun","bio":"孫逸平，目前就讀台北市數位實驗高中，於國小三年級接觸資訊及創客領域，專長為資安與創客。\r\n\r\n歡迎到我的部落格了解更多：[https://1ping.org/](https://1ping.org/)。"},"en":{"name":"1Ping Sun","bio":"孫逸平，目前就讀台北市數位實驗高中，於國小三年級接觸資訊及創客領域，專長為資安與創客。\r\n\r\n歡迎到我的部落格了解更多：[https://1ping.org/](https://1ping.org/)。"}},{"id":"YYXZZY","avatar":"https://pretalx.coscup.org/media/avatars/YYXZZY_fRNHwoy.jpg","zh":{"name":"Samson","bio":"我是一位資深的軟體工程師，擁有豐富的系統開發與架構設計經驗。我的職涯始於全端開發，熟稔前後端技術，包含 Angular、Java Spring MVC 等。隨後，我專注於後端開發，深入研究微服務架構與雲端技術，包含 GCP 與 AWS。我曾主導單體式架構的微服務重構，成功提升系統的併發處理能力與穩定性。\r\n\r\n目前，我於國泰金控擔任助理架構師，負責提出系統解決方案與概念驗證 (POC)，專注於綠色金融與 AI 應用開發。我的技術專長涵蓋微服務架構、雲端運算、系統設計與開發。\r\n\r\n我樂於分享技術知識，並致力於打造高效、穩定的系統。我希望能藉由在 COSCUP 分享我的經驗與心得，與更多技術同好交流。"},"en":{"name":"Samson","bio":"我是一位資深的軟體工程師，擁有豐富的系統開發與架構設計經驗。我的職涯始於全端開發，熟稔前後端技術，包含 Angular、Java Spring MVC 等。隨後，我專注於後端開發，深入研究微服務架構與雲端技術，包含 GCP 與 AWS。我曾主導單體式架構的微服務重構，成功提升系統的併發處理能力與穩定性。\r\n\r\n目前，我於國泰金控擔任助理架構師，負責提出系統解決方案與概念驗證 (POC)，專注於綠色金融與 AI 應用開發。我的技術專長涵蓋微服務架構、雲端運算、系統設計與開發。\r\n\r\n我樂於分享技術知識，並致力於打造高效、穩定的系統。我希望能藉由在 COSCUP 分享我的經驗與心得，與更多技術同好交流。"}},{"id":"VKBLJS","avatar":"https://pretalx.coscup.org/media/avatars/VKBLJS_FTVSMkP.jpeg","zh":{"name":"Chris","bio":"擁有十年以上雲端架構設計與 DevOps 自動化實作經驗，專注於 Kubernetes、開源技術應用 及 雲端服務架構整合，具備 微服務開發、DDD (Domain-Driven Design) 架構設計 與 CI/CD 流程自動化 的深厚實務經驗。擅長在多雲環境中運用 Cloud Native 架構最佳化系統運維與自動化流程，提升開發效能與系統可靠性"},"en":{"name":"Chris","bio":"擁有十年以上雲端架構設計與 DevOps 自動化實作經驗，專注於 Kubernetes、開源技術應用 及 雲端服務架構整合，具備 微服務開發、DDD (Domain-Driven Design) 架構設計 與 CI/CD 流程自動化 的深厚實務經驗。擅長在多雲環境中運用 Cloud Native 架構最佳化系統運維與自動化流程，提升開發效能與系統可靠性"}},{"id":"M3CM9H","avatar":"https://pretalx.coscup.org/media/avatars/M3CM9H_jEHVgY6.jpg","zh":{"name":"曾俊瑋","bio":"CCU OS Lab"},"en":{"name":"曾俊瑋","bio":"CCU OS Lab"}},{"id":"3EHKG8","avatar":"https://pretalx.coscup.org/media/avatars/3EHKG8_wwooIzq.jpg","zh":{"name":"郭明穎 (Duck Cone)","bio":"主要研究方向為自旋鎖演算法，包含在多核心處理器架構上原子操作對 spinlock 演算法的效能影響分析，並以 C 語言為主要開發程式語言。"},"en":{"name":"郭明穎 (Duck Cone)","bio":"主要研究方向為自旋鎖演算法，包含在多核心處理器架構上原子操作對 spinlock 演算法的效能影響分析，並以 C 語言為主要開發程式語言。"}},{"id":"KR8APX","avatar":"https://pretalx.coscup.org/media/avatars/KR8APX_7x3x3AM.jpg","zh":{"name":"潘頤婕","bio":"CCU oslab"},"en":{"name":"潘頤婕","bio":"CCU oslab"}},{"id":"SBL3AF","avatar":"https://pretalx.coscup.org/media/avatars/SBL3AF_iZwCk3W.jpg","zh":{"name":"Mikucat","bio":"我是 Mikucat，目前在 FunNow 擔任 SRE，是個資訊領域什麼都碰的開源愛好者，對資訊安全、開放原始碼與 Cloud Native 相關議題特別有興趣。"},"en":{"name":"Mikucat","bio":"我是 Mikucat，目前在 FunNow 擔任 SRE，是個資訊領域什麼都碰的開源愛好者，對資訊安全、開放原始碼與 Cloud Native 相關議題特別有興趣。"}},{"id":"VPADA8","avatar":"https://pretalx.coscup.org/media/avatars/VPADA8_ZzLbwxQ.jpg","zh":{"name":"Joshua / 曾祺元","bio":"目前在吉甲資訊 (https://gilgal.tw) 擔任校長 + 撞鐘, 2024/05 正式從甲方轉入乙方, 秉持技術能創造價值, 希望透過多年在甲方的經驗, 能幫助更多有需要的伙伴. 會把一些技術文件放在個人網誌: https://cytseng.ibb.tw 之中, 喜歡技術分享, 探索新知, 找尋合適可解決問題的方法"},"en":{"name":"Joshua / 曾祺元","bio":"目前在吉甲資訊 (https://gilgal.tw) 擔任校長 + 撞鐘, 2024/05 正式從甲方轉入乙方, 秉持技術能創造價值, 希望透過多年在甲方的經驗, 能幫助更多有需要的伙伴. 會把一些技術文件放在個人網誌: https://cytseng.ibb.tw 之中, 喜歡技術分享, 探索新知, 找尋合適可解決問題的方法"}},{"id":"CEYQ7B","avatar":"https://pretalx.coscup.org/media/avatars/pfp_aOworFV.png","zh":{"name":"Nic","bio":"Ethereum-focused Protocol Researcher and Engineer"},"en":{"name":"Nic","bio":"Ethereum-focused Protocol Researcher and Engineer"}},{"id":"QWBSWP","avatar":"https://pretalx.coscup.org/media/avatars/QWBSWP_Lv4VAFD.png","zh":{"name":"匿名網路社群","bio":"我們是關注「匿名網路」、「網路自由」的一群人，透過 Tor、Tails、OONI 工具喚起一般大眾網路自由的重要性！目前正在招募社群成員，建立第一批的社群夥伴，希望未來可以固定在網路上分享、更新「匿名網路」狀況。\r\n\r\n專案的一開始我們僅關注在 OONI 專案，透過[調查](https://anoni.net/docs/ooni-asns-coverage/)臺灣 ASNs 在 OONI 資料庫中觀測資料的完整性、是否可以反應臺灣目前網路狀況。後續在持續推廣 OONI 的時候發現臺灣的網路相對自由很多，很多國際上的議題在臺灣比較少發生，因此對於網路監控、網路干預...等議題，在臺灣比較不好找到實際案例協助推廣，因此我們決定改變推廣方式與我們所扮演的角色，專注在隱私權相關議題，定位在「匿名網路」的議題上推動、在匿名網路服務上建立！\r\n\r\n我們目前首要任務是完成 2025/08 舉辦的「[匿名網路工作坊](https://anoni.net/docs/event-workshop-2025/)」活動，希望在工作坊活動後可以募集到第一批的社群夥伴，一起規劃 2026 年的工作目標與社群樣態！\r\n\r\n關注我們：https://anoni.net/"},"en":{"name":"匿名網路社群","bio":"我們是關注「匿名網路」、「網路自由」的一群人，透過 Tor、Tails、OONI 工具喚起一般大眾網路自由的重要性！目前正在招募社群成員，建立第一批的社群夥伴，希望未來可以固定在網路上分享、更新「匿名網路」狀況。\r\n\r\n專案的一開始我們僅關注在 OONI 專案，透過[調查](https://anoni.net/docs/ooni-asns-coverage/)臺灣 ASNs 在 OONI 資料庫中觀測資料的完整性、是否可以反應臺灣目前網路狀況。後續在持續推廣 OONI 的時候發現臺灣的網路相對自由很多，很多國際上的議題在臺灣比較少發生，因此對於網路監控、網路干預...等議題，在臺灣比較不好找到實際案例協助推廣，因此我們決定改變推廣方式與我們所扮演的角色，專注在隱私權相關議題，定位在「匿名網路」的議題上推動、在匿名網路服務上建立！\r\n\r\n我們目前首要任務是完成 2025/08 舉辦的「[匿名網路工作坊](https://anoni.net/docs/event-workshop-2025/)」活動，希望在工作坊活動後可以募集到第一批的社群夥伴，一起規劃 2026 年的工作目標與社群樣態！\r\n\r\n關注我們：https://anoni.net/"}},{"id":"DT9CZC","avatar":"https://pretalx.coscup.org/media/avatars/DT9CZC_CnH9GyE.jpeg","zh":{"name":"大闕","bio":"嗨我是什麼都學什麼都不奇怪的大闕，目前即將升大一，玩過網路工程、資訊安全、Self-host還有docker 跟K8s 等等。今年第一次參加COSCUP，將作為Tor 計畫創始人Roger Dingledine 的代班講者發表議程。\r\n數位發展部 - 亞太網路治理學院 Local APIGA 學員\r\nISIP 教育部資安人培 AIS3 & 臺灣好厲駭學員\r\n114 教育體系資安攻防檢測員\r\n還沒有找到實習的菜鳥 ;-;\r\nKCD Taipei 2025 志工\r\n\r\nNOCSH -> NTHU IPTH\r\n喵 :3"},"en":{"name":"大闕","bio":"嗨我是什麼都學什麼都不奇怪的大闕，目前即將升大一，玩過網路工程、資訊安全、Self-host還有docker 跟K8s 等等。今年第一次參加COSCUP，將作為Tor 計畫創始人Roger Dingledine 的代班講者發表議程。\r\n數位發展部 - 亞太網路治理學院 Local APIGA 學員\r\nISIP 教育部資安人培 AIS3 & 臺灣好厲駭學員\r\n114 教育體系資安攻防檢測員\r\n還沒有找到實習的菜鳥 ;-;\r\nKCD Taipei 2025 志工\r\n\r\nNOCSH -> NTHU IPTH\r\n喵 :3"}},{"id":"FPNLZG","avatar":"https://pretalx.coscup.org/media/avatars/FPNLZG_R9H7FTd.jpg","zh":{"name":"Christian Walter","bio":"Founder of the Open-Source Firmware Foundation - Managing Director of 9elements Cyber Security"},"en":{"name":"Christian Walter","bio":"Founder of the Open-Source Firmware Foundation - Managing Director of 9elements Cyber Security"}},{"id":"NDRNGR","avatar":null,"zh":{"name":"Mike lee","bio":""},"en":{"name":"Mike lee","bio":""}},{"id":"3FMGWR","avatar":"https://pretalx.coscup.org/media/avatars/406d3da3-c4e2-4e21-b3b5-d4cfb4d2dcb7_vZ59uzH.jpg","zh":{"name":"古永忠","bio":"古永忠博士是資料庫系統研究員、開源社群組織者和資料技術實踐者。以開源文化連結熱情，將技術創新轉化為社會影響力及企業經濟價值。"},"en":{"name":"古永忠","bio":"古永忠博士是資料庫系統研究員、開源社群組織者和資料技術實踐者。以開源文化連結熱情，將技術創新轉化為社會影響力及企業經濟價值。"}},{"id":"VJCP9S","avatar":"https://pretalx.coscup.org/media/avatars/IMG_9986_Original_OySNFdy.jpeg","zh":{"name":"Ian 阿寬","bio":"Ian is a passionate advocate of Odoo open source projects. He founded Odoo Community Taiwan and organized an Odoo Taipei meetup in February that drew over 80 participants. He hopes to unite the community's efforts to make Taiwan's open source contributions visible across the APAC region.\r\n\r\nGitHub: https://github.com/iankuan\r\nLInkedIn: www.linkedin.com/in/iankuan-wu\r\nOdoo Community Taiwan FB Page: https://www.facebook.com/profile.php?id=61573021228811"},"en":{"name":"Ian 阿寬","bio":"Ian is a passionate advocate of Odoo open source projects. He founded Odoo Community Taiwan and organized an Odoo Taipei meetup in February that drew over 80 participants. He hopes to unite the community's efforts to make Taiwan's open source contributions visible across the APAC region.\r\n\r\nGitHub: https://github.com/iankuan\r\nLInkedIn: www.linkedin.com/in/iankuan-wu\r\nOdoo Community Taiwan FB Page: https://www.facebook.com/profile.php?id=61573021228811"}},{"id":"PVE3QK","avatar":"https://pretalx.coscup.org/media/avatars/PVE3QK_o28XdXj.jpg","zh":{"name":"胡長松 / 廖元甫 / 林緯 / IMA(中華民國資訊經理人協會)","bio":"胡長松，國立清華大學資訊工程碩士，目前於台灣大哥大資訊群擔任處長。他同時也是一位台灣文學作家，曾獲吳三連獎文學獎和金鼎獎文學圖書出版獎。出版有小說集8本（其中6本以台語創作），以及2本台語詩集。2025年起他加入IMA發起的Taiwan Tongues計劃，號召作家貢獻語料，以讓全世界AI更能理解台灣語言，此行動受到社會各界關注。\r\n\r\n廖元甫教授專注發展國家語言AI，已建立我國最大最完整本土語言語料庫，研發出華台客英語語音辨認、合成，翻譯與大語言模型等自主AI技術，打造台灣智慧島數位文字與語音基礎設施，已有多項文化、產業與語言復振創新應用落地或已商業化。\r\n\r\n林緯博士現任群聯電子技術長，負責產品規劃、AI技術與NAND快閃記憶體相關演算法開發。他擁有200多項NAND專利，相關發明已應用於全球超過三十億顆控制IC出貨。曾主導多家海外子公司的設立並擔任副總與技術長。林博士畢業於交大電子所，目前亦為陽明交大兼任助理教授，推動群聯與學界的產學合作與先進記憶體技術開發。（由群聯電子 經理 陳思瑋 Kled Chen代表主講）\r\n\r\nIMA(中華民國資訊經理人協會)，於2025年發起及倡議的Taiwan Tongues (台灣語言通用語料庫)專案，旨在彙整台灣各通行語言語料庫，盡可能建立完整索引，並透過台灣民間的力量，擴充台灣本土語言的語料庫，亦旨在讓世界各地的大型語言模型可以藉此索引及語料庫，更有效率地取得語料庫以進行合作，提升台灣語言在AI時代的影響力。"},"en":{"name":"胡長松 / 廖元甫 / 林緯 / IMA(中華民國資訊經理人協會)","bio":"胡長松，國立清華大學資訊工程碩士，目前於台灣大哥大資訊群擔任處長。他同時也是一位台灣文學作家，曾獲吳三連獎文學獎和金鼎獎文學圖書出版獎。出版有小說集8本（其中6本以台語創作），以及2本台語詩集。2025年起他加入IMA發起的Taiwan Tongues計劃，號召作家貢獻語料，以讓全世界AI更能理解台灣語言，此行動受到社會各界關注。\r\n\r\n廖元甫教授專注發展國家語言AI，已建立我國最大最完整本土語言語料庫，研發出華台客英語語音辨認、合成，翻譯與大語言模型等自主AI技術，打造台灣智慧島數位文字與語音基礎設施，已有多項文化、產業與語言復振創新應用落地或已商業化。\r\n\r\n林緯博士現任群聯電子技術長，負責產品規劃、AI技術與NAND快閃記憶體相關演算法開發。他擁有200多項NAND專利，相關發明已應用於全球超過三十億顆控制IC出貨。曾主導多家海外子公司的設立並擔任副總與技術長。林博士畢業於交大電子所，目前亦為陽明交大兼任助理教授，推動群聯與學界的產學合作與先進記憶體技術開發。（由群聯電子 經理 陳思瑋 Kled Chen代表主講）\r\n\r\nIMA(中華民國資訊經理人協會)，於2025年發起及倡議的Taiwan Tongues (台灣語言通用語料庫)專案，旨在彙整台灣各通行語言語料庫，盡可能建立完整索引，並透過台灣民間的力量，擴充台灣本土語言的語料庫，亦旨在讓世界各地的大型語言模型可以藉此索引及語料庫，更有效率地取得語料庫以進行合作，提升台灣語言在AI時代的影響力。"}},{"id":"GJCLTU","avatar":"https://pretalx.coscup.org/media/avatars/GJCLTU_aFfDUAH.png","zh":{"name":"Jimmy Chiu","bio":"Jimmy brings over 20 years of experience in IT and OSS MPP database solutions, with a strong track record as a technically adept and results-oriented team leader. In 2019, he relocated to Melbourne to revitalize the regional data business. Prior to that, he successfully established and grew the Greenplum MPP database business in Taiwan and Hong Kong.\r\n\r\nWith deep expertise as a Data Pre-Sales Engineer, Jimmy specializes in database technologies, ETL, BI/AI, and end-to-end Enterprise Data Warehouse and Data Lake architectures. He leads a high-performing team of data professionals, driving innovative architecture design and solution-based selling to address complex customer challenges."},"en":{"name":"Jimmy Chiu","bio":"Jimmy brings over 20 years of experience in IT and OSS MPP database solutions, with a strong track record as a technically adept and results-oriented team leader. In 2019, he relocated to Melbourne to revitalize the regional data business. Prior to that, he successfully established and grew the Greenplum MPP database business in Taiwan and Hong Kong.\r\n\r\nWith deep expertise as a Data Pre-Sales Engineer, Jimmy specializes in database technologies, ETL, BI/AI, and end-to-end Enterprise Data Warehouse and Data Lake architectures. He leads a high-performing team of data professionals, driving innovative architecture design and solution-based selling to address complex customer challenges."}},{"id":"DHQ9NX","avatar":"https://pretalx.coscup.org/media/avatars/DHQ9NX_U5Y8wFH.jpg","zh":{"name":"Odin Shen","bio":"目前旅居英國劍橋，長期投入於開發者軟體生態的推廣與技術內容的製作。擁有二十年系統單晶片軟體開發經驗，近年專注於大型語言模型（LLM）在邊緣裝置上的部署與優化，特別是在無 GPU 的環境中提升推論效率與開發可行性。\r\n\r\nOdin積極參與台灣以及全球開源與開發者社群，並投入撰寫多篇以 Arm 架構為基礎的開源教學資源，涵蓋 Edge AI邊緣運算、大語言模型導入、車用軟體 開發與系統調校等主題，致力於協助開發者更有效率地掌握技術並實踐於應用場景中。"},"en":{"name":"Odin Shen","bio":"目前旅居英國劍橋，長期投入於開發者軟體生態的推廣與技術內容的製作。擁有二十年系統單晶片軟體開發經驗，近年專注於大型語言模型（LLM）在邊緣裝置上的部署與優化，特別是在無 GPU 的環境中提升推論效率與開發可行性。\r\n\r\nOdin積極參與台灣以及全球開源與開發者社群，並投入撰寫多篇以 Arm 架構為基礎的開源教學資源，涵蓋 Edge AI邊緣運算、大語言模型導入、車用軟體 開發與系統調校等主題，致力於協助開發者更有效率地掌握技術並實踐於應用場景中。"}},{"id":"QZCYVZ","avatar":"https://pretalx.coscup.org/media/avatars/QZCYVZ_SoCKZUc.jpg","zh":{"name":"Kyle Lin","bio":"A compiler enthusiast, minecraft modder, who loves to explore different fields. Currently maintaining shecc and vlang compiler."},"en":{"name":"Kyle Lin","bio":"A compiler enthusiast, minecraft modder, who loves to explore different fields. Currently maintaining shecc and vlang compiler."}},{"id":"88WTSS","avatar":"https://pretalx.coscup.org/media/avatars/88WTSS_NBNg2r7.jpeg","zh":{"name":"Yuichiro Kaneko","bio":"The author of [Lrama](https://github.com/ruby/lrama) LALR parser generator. Ruby committer."},"en":{"name":"Yuichiro Kaneko","bio":"The author of [Lrama](https://github.com/ruby/lrama) LALR parser generator. Ruby committer."}},{"id":"DBXJG8","avatar":"https://pretalx.coscup.org/media/avatars/DBXJG8_qrRvr0Q.jpg","zh":{"name":"MATSUMOTO Yukihiro (Matz)","bio":"Creator of Ruby, Heroku"},"en":{"name":"MATSUMOTO Yukihiro (Matz)","bio":"Creator of Ruby, Heroku"}},{"id":"DABTYH","avatar":"https://pretalx.coscup.org/media/avatars/DABTYH_DuDfSV2.jpg","zh":{"name":"York","bio":"- Security Researcher\r\n- Blockchain Developer\r\n- DefiHackLabs White-Hat\r\n- Cathay Financial Holdings"},"en":{"name":"York","bio":"- Security Researcher\r\n- Blockchain Developer\r\n- DefiHackLabs White-Hat\r\n- Cathay Financial Holdings"}},{"id":"XU98RX","avatar":"https://pretalx.coscup.org/media/avatars/XU98RX_VGGPRee.jpg","zh":{"name":"Jian-Hong Pan (StarNight)","bio":"一位熱血工程師"},"en":{"name":"Jian-Hong Pan (StarNight)","bio":"一位熱血工程師"}},{"id":"H8FT88","avatar":"https://pretalx.coscup.org/media/avatars/H8FT88_WFUiUZS.jpg","zh":{"name":"林奇璇（ShawnL）","bio":"林奇璇（ShawnL）/LearnWeb Taiwan 共同創辦人/Software Developer"},"en":{"name":"林奇璇（ShawnL）","bio":"林奇璇（ShawnL）/LearnWeb Taiwan 共同創辦人/Software Developer"}},{"id":"ZR9ZP9","avatar":"https://pretalx.coscup.org/media/avatars/ZR9ZP9_cIOiq3n.png","zh":{"name":"Koan-Sin Tan","bio":"Koan-Sin Tan gained early exposure to BSD and other open-source software on a VAX-11/780, prior to the coining of the term \"open source.\" A past contributor to TensorFlow Lite, he is now the co-chair of MLCommons' Mobile Working Group, an industrial consortium for ML performance benchmarks. Mr. Tan has frequently presented on TensorFlow-related subjects at COSCUP."},"en":{"name":"Koan-Sin Tan","bio":"Koan-Sin Tan gained early exposure to BSD and other open-source software on a VAX-11/780, prior to the coining of the term \"open source.\" A past contributor to TensorFlow Lite, he is now the co-chair of MLCommons' Mobile Working Group, an industrial consortium for ML performance benchmarks. Mr. Tan has frequently presented on TensorFlow-related subjects at COSCUP."}},{"id":"TEVUMP","avatar":"https://pretalx.coscup.org/media/avatars/TEVUMP_mU2Na4h.jpg","zh":{"name":"杜峯","bio":"我目前就讀於國立陽明交通大學 智能系統研究所，研究方向聚焦於5G 核心網路架構與協定實作，特別關注於 open source 專案中的系統可擴展性與工具設計。\r\n\r\n在研究過程中，我深入參與了 free5GC 的架構分析與原始碼追蹤，並針對其尚未支援的 New Radio - Dual Connectivity (NR-DC) 功能進行了控制面與資料面的實作與驗證。本次投稿內容正是我首次將自身的研究成果與模擬流程整理為社群可理解的技術內容，期望能透過 COSCUP 平台回饋開源圈，並與更多開發者交流開源 5G 的實作挑戰與創新可能。\r\n\r\n這是我第一次投稿開源會議，期盼能透過這次機會，從參與者轉變為貢獻者，實踐「用開源解決問題，從社群中學習成長」的精神。\r\n\r\nI am currently a graduate student at the Institute of Artificial Intelligence Innovation, National Yang Ming Chiao Tung University, focusing on 5G core network architecture and protocol implementation. My main interests lie in the extensibility and testing strategies of open source systems, especially in the context of next-generation mobile networks.\r\n\r\nThroughout my research, I have worked extensively with the free5GC project, diving into its architecture and source code. I implemented and validated New Radio - Dual Connectivity (NR-DC) functionalities—currently unsupported in free5GC—by modifying control-plane signaling and GTP-U tunnel logic. This proposal marks my first-ever submission to an open source conference, and I hope to share practical insights into extending open 5G cores and building lightweight testing tools without relying on physical RAN or UE hardware.\r\n\r\nBy presenting at COSCUP, I aspire to take my first step from being a user of open source to becoming an active contributor. I believe in the spirit of solving real-world problems through open collaboration and learning from the community along the way."},"en":{"name":"杜峯","bio":"我目前就讀於國立陽明交通大學 智能系統研究所，研究方向聚焦於5G 核心網路架構與協定實作，特別關注於 open source 專案中的系統可擴展性與工具設計。\r\n\r\n在研究過程中，我深入參與了 free5GC 的架構分析與原始碼追蹤，並針對其尚未支援的 New Radio - Dual Connectivity (NR-DC) 功能進行了控制面與資料面的實作與驗證。本次投稿內容正是我首次將自身的研究成果與模擬流程整理為社群可理解的技術內容，期望能透過 COSCUP 平台回饋開源圈，並與更多開發者交流開源 5G 的實作挑戰與創新可能。\r\n\r\n這是我第一次投稿開源會議，期盼能透過這次機會，從參與者轉變為貢獻者，實踐「用開源解決問題，從社群中學習成長」的精神。\r\n\r\nI am currently a graduate student at the Institute of Artificial Intelligence Innovation, National Yang Ming Chiao Tung University, focusing on 5G core network architecture and protocol implementation. My main interests lie in the extensibility and testing strategies of open source systems, especially in the context of next-generation mobile networks.\r\n\r\nThroughout my research, I have worked extensively with the free5GC project, diving into its architecture and source code. I implemented and validated New Radio - Dual Connectivity (NR-DC) functionalities—currently unsupported in free5GC—by modifying control-plane signaling and GTP-U tunnel logic. This proposal marks my first-ever submission to an open source conference, and I hope to share practical insights into extending open 5G cores and building lightweight testing tools without relying on physical RAN or UE hardware.\r\n\r\nBy presenting at COSCUP, I aspire to take my first step from being a user of open source to becoming an active contributor. I believe in the spirit of solving real-world problems through open collaboration and learning from the community along the way."}},{"id":"BBF37K","avatar":"https://pretalx.coscup.org/media/avatars/IMG_1896_lZ7WpYc.JPG","zh":{"name":"Ak","bio":"陽明交大資工系學生，曾在 IJCAI 與 AAAI 發表兩篇 LLM 相關論文。熱衷於自然語言處理相關研究，閒暇之餘也喜歡進行前端開發。同時是資訊社群的活躍參與者，目前在陽明交大軟體開發社（NYCU SDC）擔任社長，也在 SITCON 多個活動中現身。可以在 https://kuo.is 找到更多他的資訊。"},"en":{"name":"Ak","bio":"陽明交大資工系學生，曾在 IJCAI 與 AAAI 發表兩篇 LLM 相關論文。熱衷於自然語言處理相關研究，閒暇之餘也喜歡進行前端開發。同時是資訊社群的活躍參與者，目前在陽明交大軟體開發社（NYCU SDC）擔任社長，也在 SITCON 多個活動中現身。可以在 https://kuo.is 找到更多他的資訊。"}},{"id":"A3TFL7","avatar":"https://pretalx.coscup.org/media/avatars/A3TFL7_Be3Tgu4.jpg","zh":{"name":"Hitoshi HASUMI","bio":"Committer of mruby and mruby/c. Creator of PicoRuby. I like keyboards."},"en":{"name":"Hitoshi HASUMI","bio":"Committer of mruby and mruby/c. Creator of PicoRuby. I like keyboards."}},{"id":"ZBDELW","avatar":"https://pretalx.coscup.org/media/avatars/ZBDELW_lmzEytO.jpg","zh":{"name":"RichiH","bio":"Richard \"RichiH\" Hartmann is the Senior Developer Programs Director, a member of the Office of the CTO and a member of the OSPO of Grafana Labs. He is also Prometheus maintainer, OpenMetrics founder, OpenTelemetry member, and more. Among others, he was a CNCF Technical Oversight Committee member, a CNCF Governing Board member, the chair of the CNCF Technical Advisory Group on Observability, and other roles. He's the only one to receive the CNCF's \"Chop wood, carry water\" award for essential background twice. He also leads, organizes, or helps run various conferences from hundreds to 18,000 attendess, including but not limited to KubeCon, PromCon, FOSDEM, DENOG, DebConf, and Chaos Communication Congress. In the past, he made mainframe databases work, ISP backbones run, kept the largest IRC network on Earth running, and designed and built a datacenter from scratch. Go through his talks, podcasts, interviews, and articles at https://github.com/RichiH/talks or follow him on Mastodon at https://chaos.social/@RichiH for musings on the intersection of technology and society."},"en":{"name":"RichiH","bio":"Richard \"RichiH\" Hartmann is the Senior Developer Programs Director, a member of the Office of the CTO and a member of the OSPO of Grafana Labs. He is also Prometheus maintainer, OpenMetrics founder, OpenTelemetry member, and more. Among others, he was a CNCF Technical Oversight Committee member, a CNCF Governing Board member, the chair of the CNCF Technical Advisory Group on Observability, and other roles. He's the only one to receive the CNCF's \"Chop wood, carry water\" award for essential background twice. He also leads, organizes, or helps run various conferences from hundreds to 18,000 attendess, including but not limited to KubeCon, PromCon, FOSDEM, DENOG, DebConf, and Chaos Communication Congress. In the past, he made mainframe databases work, ISP backbones run, kept the largest IRC network on Earth running, and designed and built a datacenter from scratch. Go through his talks, podcasts, interviews, and articles at https://github.com/RichiH/talks or follow him on Mastodon at https://chaos.social/@RichiH for musings on the intersection of technology and society."}},{"id":"79BYBU","avatar":null,"zh":{"name":"TBD","bio":""},"en":{"name":"TBD","bio":""}},{"id":"FZ7CAF","avatar":"https://pretalx.coscup.org/media/avatars/FZ7CAF_T6VaiP4.jpg","zh":{"name":"Kuan-Yu Chen","bio":"Kuan-Yu Chen received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 2018, and the M.S.E. and Ph.D. degrees in electrical and computer engineering from the University of Michigan, Ann Arbor, MI, USA, in 2020 and 2024, respectively. He is currently working as a Senior Design Engineer with Tenstorrent USA, Inc. His research interests include computer architecture, domain-specific programmable accelerators, and digital circuit design."},"en":{"name":"Kuan-Yu Chen","bio":"Kuan-Yu Chen received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 2018, and the M.S.E. and Ph.D. degrees in electrical and computer engineering from the University of Michigan, Ann Arbor, MI, USA, in 2020 and 2024, respectively. He is currently working as a Senior Design Engineer with Tenstorrent USA, Inc. His research interests include computer architecture, domain-specific programmable accelerators, and digital circuit design."}},{"id":"EPWFM8","avatar":"https://pretalx.coscup.org/media/avatars/EPWFM8_pp4DUJZ.jpg","zh":{"name":"Dong","bio":"LINE iOS Intern / Open NCCU Tech Lead\r\n\r\n自稱雜學系工程師。\r\n名片上寫 iOS 工程師，技能樹卻點滿了 React 和 Vue。\r\n有時候會忍不住手癢，跑去寫點 Go 和 Rust。\r\n希望用自己的產品，為這個世界添一點新鮮感。\r\n\r\nHi, I’m an iOS engineer with a passion for learning across the stack. While my main focus is building for iOS, I’ve also spent plenty of time working with React and Vue. I enjoy mixing things up by exploring languages like Go and Rust whenever I get the chance. I love creating products that I’m genuinely excited about, and I’m always looking for ways to bring something new and fun to the tech community."},"en":{"name":"Dong","bio":"LINE iOS Intern / Open NCCU Tech Lead\r\n\r\n自稱雜學系工程師。\r\n名片上寫 iOS 工程師，技能樹卻點滿了 React 和 Vue。\r\n有時候會忍不住手癢，跑去寫點 Go 和 Rust。\r\n希望用自己的產品，為這個世界添一點新鮮感。\r\n\r\nHi, I’m an iOS engineer with a passion for learning across the stack. While my main focus is building for iOS, I’ve also spent plenty of time working with React and Vue. I enjoy mixing things up by exploring languages like Go and Rust whenever I get the chance. I love creating products that I’m genuinely excited about, and I’m always looking for ways to bring something new and fun to the tech community."}},{"id":"HZDRPP","avatar":"https://pretalx.coscup.org/media/avatars/HZDRPP_kiHNp9p.jpg","zh":{"name":"Squire","bio":"Technology leader with experience as CTO at an AIoT startup, where I spearheaded process planning and management. Alongside this, I honed my software development skills as a Tech FRESH intern at LINE Taiwan, contributing to the LINE Shopping App. Passionate about software engineering and development."},"en":{"name":"Squire","bio":"Technology leader with experience as CTO at an AIoT startup, where I spearheaded process planning and management. Alongside this, I honed my software development skills as a Tech FRESH intern at LINE Taiwan, contributing to the LINE Shopping App. Passionate about software engineering and development."}},{"id":"9N8FBS","avatar":"https://pretalx.coscup.org/media/avatars/9N8FBS_KZhkkIo.JPG","zh":{"name":"Hayao Kimura","bio":"Co-Founder of Kyobashi.rb. Organizer of Kaigi on Rails. A Software engineer at freee K.K."},"en":{"name":"Hayao Kimura","bio":"Co-Founder of Kyobashi.rb. Organizer of Kaigi on Rails. A Software engineer at freee K.K."}},{"id":"7HP73E","avatar":"https://pretalx.coscup.org/media/avatars/7HP73E_egn3vYy.png","zh":{"name":"​Chi Fujii","bio":"Chi is a seasoned software engineer specializing in backend development with a focus on Golang. As a Principal Software Engineer at FerretDB, Chi plays a pivotal role in developing open-source, MongoDB-compatible document databases built atop PostgreSQL. \r\nShe is also an active contributor to the open-source community, collaborating with peers on GitHub under the handle @chilagrow.\r\nBeyond her professional endeavors, Chi enjoys outdoor activities such as hiking, skiing, and traveling."},"en":{"name":"​Chi Fujii","bio":"Chi is a seasoned software engineer specializing in backend development with a focus on Golang. As a Principal Software Engineer at FerretDB, Chi plays a pivotal role in developing open-source, MongoDB-compatible document databases built atop PostgreSQL. \r\nShe is also an active contributor to the open-source community, collaborating with peers on GitHub under the handle @chilagrow.\r\nBeyond her professional endeavors, Chi enjoys outdoor activities such as hiking, skiing, and traveling."}},{"id":"8DCEPY","avatar":"https://pretalx.coscup.org/media/avatars/8DCEPY_gzSQ5Bu.jpg","zh":{"name":"蔡承諭 Frank Tsai","bio":"擁有超過15年的 .Net、Java 開發經驗，具備豐富的 T-SQL、MySQL、PostgreSQL 效能調校經驗，累積 9 年以上 AWS/GCP 雲端架構實戰經驗，現任國泰金控數數發中心數位架構發展部資深架構師，專注於系統架構設計、效能優化及團隊技術提升。過往推動 CI/CD、微服務、雲端服務最佳化，並透過資料庫正規化、查詢優化及快取機制，大幅提升系統效能及穩定性。\r\n\r\n熱衷技術推廣與知識分享，致力於優化開發流程、建立團隊知識庫及標準化開發準則。擅長將複雜的技術挑戰轉化為具體可行的解決方案，成功推動多項技術革新，透過實踐與指導幫助團隊成長，並樂於與團隊一同克服困難。"},"en":{"name":"蔡承諭 Frank Tsai","bio":"擁有超過15年的 .Net、Java 開發經驗，具備豐富的 T-SQL、MySQL、PostgreSQL 效能調校經驗，累積 9 年以上 AWS/GCP 雲端架構實戰經驗，現任國泰金控數數發中心數位架構發展部資深架構師，專注於系統架構設計、效能優化及團隊技術提升。過往推動 CI/CD、微服務、雲端服務最佳化，並透過資料庫正規化、查詢優化及快取機制，大幅提升系統效能及穩定性。\r\n\r\n熱衷技術推廣與知識分享，致力於優化開發流程、建立團隊知識庫及標準化開發準則。擅長將複雜的技術挑戰轉化為具體可行的解決方案，成功推動多項技術革新，透過實踐與指導幫助團隊成長，並樂於與團隊一同克服困難。"}},{"id":"K7M3GF","avatar":"https://pretalx.coscup.org/media/avatars/K7M3GF_ganCyyr.JPG","zh":{"name":"Zac (陳主恩)","bio":"目前在緯雲 (Cloud Latitude) 擔任資深 IT 工程師，專注於為公司導入 DevOps、Kubernetes 及 Cloud Native 等相關新技術，在公司默默推動 DevOps 文化的發展，並鼓勵開發及維運部門間的合作。\r\n\r\n平常也跟各位一樣參與各大研討會當聽眾，但對 Generative AI 與 LLM 發展特別感興趣，因此參與這次活動，希望可以為大家帶來一些 AI 與 DevOps 結合的啓發。"},"en":{"name":"Zac (陳主恩)","bio":"目前在緯雲 (Cloud Latitude) 擔任資深 IT 工程師，專注於為公司導入 DevOps、Kubernetes 及 Cloud Native 等相關新技術，在公司默默推動 DevOps 文化的發展，並鼓勵開發及維運部門間的合作。\r\n\r\n平常也跟各位一樣參與各大研討會當聽眾，但對 Generative AI 與 LLM 發展特別感興趣，因此參與這次活動，希望可以為大家帶來一些 AI 與 DevOps 結合的啓發。"}},{"id":"X7CDAJ","avatar":"https://pretalx.coscup.org/media/avatars/X7CDAJ_yqMPGfw.jpg","zh":{"name":"K.Ito","bio":"I was originally a medical professional. However, due to a personnel change within the organization, I was engaged as a systems department.\r\nThe president assigned me to reduce costs and be creative, and I decided to contribute to the introduction and promotion of open source software.\r\nCurrently, the system infrastructure in the organization is Nextcloud for groupware and LibreOffice for office software, which are widely used in daily business."},"en":{"name":"K.Ito","bio":"I was originally a medical professional. However, due to a personnel change within the organization, I was engaged as a systems department.\r\nThe president assigned me to reduce costs and be creative, and I decided to contribute to the introduction and promotion of open source software.\r\nCurrently, the system infrastructure in the organization is Nextcloud for groupware and LibreOffice for office software, which are widely used in daily business."}},{"id":"NL7NXD","avatar":"https://pretalx.coscup.org/media/avatars/NL7NXD_nT6yXc7.webp","zh":{"name":"Yuuichi Kojima","bio":"My profession is occupational therapist. I visit patients in their homes and provide care. My organization is actively adopting open source software and I was impressed by its potential and convenience. I am not an IT expert, but as a staff member I am exposed to a variety of software on a daily basis. \r\nMy motto is “Make you shine the brightest”."},"en":{"name":"Yuuichi Kojima","bio":"My profession is occupational therapist. I visit patients in their homes and provide care. My organization is actively adopting open source software and I was impressed by its potential and convenience. I am not an IT expert, but as a staff member I am exposed to a variety of software on a daily basis. \r\nMy motto is “Make you shine the brightest”."}},{"id":"ZMHFCQ","avatar":"https://pretalx.coscup.org/media/avatars/ZMHFCQ_nbu4tmQ.jpg","zh":{"name":"黃豆泥 mashbean","bio":"黃豆泥，哈佛大學甘迺迪學院（HKS）民主興革政策訪問研究員（Allen Lab for Democracy Renovation Policy Fellow）與以太坊基金會「下一個十億人計畫研究學者」（Next Billion Fellow）。由於沈迷網際網路與社會網絡的深層結構，自醫師工作離職，現致力於將密碼龐克精神與民主治理方法融入台灣數位社會。\r\n\r\n由於專注分散式科技與數位自主權，於2023年至2025年間任職於數位發展部，推動分散式技術的數位公共建設規劃，具體內容為數位憑證皮夾計畫以及開放網路標準，並參與全球資訊網協會（W3C）。曾任台灣行政院第四屆青年諮詢委員。現為以太坊基金會諮詢組織森友會（Silviculture Society）成員，提供區塊鏈之於社會發展的建議。並參與台灣網路治理學校 TWSIG，目標為為新興科技尋求良善的網路治理方案。\r\n\r\n豆泥於 2022 年創辦台灣 web3 公民科技社群 FAB DAO，透過區塊鏈技術幫助台灣非營利組織行動，其作品曾於2022年林茲電子藝術節展出。現為典藏ARTouch數位藝術專欄作家及業餘譯者，書寫社會參與式藝術及數位游擊行動。\r\n\r\nYen-Lin Huang (mashbean) is a Policy Fellow at Harvard Kennedy School’s Allen Lab for Democracy Renovation and a Next Billion Fellow at the Ethereum Foundation. A former medical doctor turned digital governance advocate, his work integrates cypherpunk ideals with democratic innovation in Taiwan’s digital society.\r\n\r\nFrom 2023 to 2025, he served at Taiwan’s Ministry of Digital Affairs, leading projects on decentralized digital infrastructure, including digital identity wallets and open web standards, and participating in W3C communities. He is also a member of the Silviculture Society from Ethereum, advising on the social applications of blockchain, and an active contributor to TWSIG and Taiwan’s internet governance initiatives.\r\n\r\nYen-Lin founded FAB DAO, a civic tech Web3 collective supporting Taiwanese nonprofits, with works exhibited at the Ars Electronica Festival. He also writes a digital arts column for ARTouch and translates on participatory art and digital activism."},"en":{"name":"黃豆泥 mashbean","bio":"黃豆泥，哈佛大學甘迺迪學院（HKS）民主興革政策訪問研究員（Allen Lab for Democracy Renovation Policy Fellow）與以太坊基金會「下一個十億人計畫研究學者」（Next Billion Fellow）。由於沈迷網際網路與社會網絡的深層結構，自醫師工作離職，現致力於將密碼龐克精神與民主治理方法融入台灣數位社會。\r\n\r\n由於專注分散式科技與數位自主權，於2023年至2025年間任職於數位發展部，推動分散式技術的數位公共建設規劃，具體內容為數位憑證皮夾計畫以及開放網路標準，並參與全球資訊網協會（W3C）。曾任台灣行政院第四屆青年諮詢委員。現為以太坊基金會諮詢組織森友會（Silviculture Society）成員，提供區塊鏈之於社會發展的建議。並參與台灣網路治理學校 TWSIG，目標為為新興科技尋求良善的網路治理方案。\r\n\r\n豆泥於 2022 年創辦台灣 web3 公民科技社群 FAB DAO，透過區塊鏈技術幫助台灣非營利組織行動，其作品曾於2022年林茲電子藝術節展出。現為典藏ARTouch數位藝術專欄作家及業餘譯者，書寫社會參與式藝術及數位游擊行動。\r\n\r\nYen-Lin Huang (mashbean) is a Policy Fellow at Harvard Kennedy School’s Allen Lab for Democracy Renovation and a Next Billion Fellow at the Ethereum Foundation. A former medical doctor turned digital governance advocate, his work integrates cypherpunk ideals with democratic innovation in Taiwan’s digital society.\r\n\r\nFrom 2023 to 2025, he served at Taiwan’s Ministry of Digital Affairs, leading projects on decentralized digital infrastructure, including digital identity wallets and open web standards, and participating in W3C communities. He is also a member of the Silviculture Society from Ethereum, advising on the social applications of blockchain, and an active contributor to TWSIG and Taiwan’s internet governance initiatives.\r\n\r\nYen-Lin founded FAB DAO, a civic tech Web3 collective supporting Taiwanese nonprofits, with works exhibited at the Ars Electronica Festival. He also writes a digital arts column for ARTouch and translates on participatory art and digital activism."}},{"id":"GZBL7A","avatar":"https://pretalx.coscup.org/media/avatars/GZBL7A_rHAu60s.jpg","zh":{"name":"張麒竑 / Chang, Chi-Hung","bio":"畢業於政大資科系與政大資科所，大學畢業專題題目為以影片語音文字進行的推薦系統，碩班研究主題則是以知識圖譜進行推薦相關的 AI 訓練；另在大學時期於社團有自行撰寫過資料庫系統相關專案，並有串接前端供人使用。\r\n\r\n目前任職於玉山銀行智能金融處，擔任資深工程師，主要業務為資料 ETL 工作，包含 ETL 流程的開發等；以及 MinIO 非結構化資料儲存服務的管理，包含系統排障與服務升版等工作。\r\n\r\n工作以外常從事的活動是棒球和排球，也是一位排球裁判，人生最紅的高光時刻是亞錦賽在大巨蛋接到一顆界外球上電視，以及參與企業排球聯賽裁判工作而上電視；另外是忠實柯南粉，對於 23 年前說「人工智慧還不該存在在這世界上」，到「利用路上監視器影像進行人臉辨識」，不但看到了科技的發展與柯南編劇的前衛思想，也看到了科技發展若是運用在不正當事情上，可能會帶了的嚴重影響。"},"en":{"name":"張麒竑 / Chang, Chi-Hung","bio":"畢業於政大資科系與政大資科所，大學畢業專題題目為以影片語音文字進行的推薦系統，碩班研究主題則是以知識圖譜進行推薦相關的 AI 訓練；另在大學時期於社團有自行撰寫過資料庫系統相關專案，並有串接前端供人使用。\r\n\r\n目前任職於玉山銀行智能金融處，擔任資深工程師，主要業務為資料 ETL 工作，包含 ETL 流程的開發等；以及 MinIO 非結構化資料儲存服務的管理，包含系統排障與服務升版等工作。\r\n\r\n工作以外常從事的活動是棒球和排球，也是一位排球裁判，人生最紅的高光時刻是亞錦賽在大巨蛋接到一顆界外球上電視，以及參與企業排球聯賽裁判工作而上電視；另外是忠實柯南粉，對於 23 年前說「人工智慧還不該存在在這世界上」，到「利用路上監視器影像進行人臉辨識」，不但看到了科技的發展與柯南編劇的前衛思想，也看到了科技發展若是運用在不正當事情上，可能會帶了的嚴重影響。"}},{"id":"ZNLX7K","avatar":"https://pretalx.coscup.org/media/avatars/ZNLX7K_YfDDxGu.png","zh":{"name":"小米","bio":"偽裝成學生的社畜"},"en":{"name":"小米","bio":"偽裝成學生的社畜"}},{"id":"8MDJFA","avatar":"https://pretalx.coscup.org/media/avatars/8MDJFA_CFv4B2y.png","zh":{"name":"Li-Heng Yu (seadog007)","bio":"尤理衡，常用網路 ID 為 seadog007\r\n他長期投注資源與網路自由與網路韌性等領域\r\n是個持有多種不同身份與維運多個國際專案的開源玩家"},"en":{"name":"Li-Heng Yu (seadog007)","bio":"尤理衡，常用網路 ID 為 seadog007\r\n他長期投注資源與網路自由與網路韌性等領域\r\n是個持有多種不同身份與維運多個國際專案的開源玩家"}},{"id":"FW9HYA","avatar":"https://pretalx.coscup.org/media/avatars/FW9HYA_615Ds8f.webp","zh":{"name":"Denken Chen","bio":"軟體開發與寫作經驗超過十年。作品可見個人網站：https://denkeni.org"},"en":{"name":"Denken Chen","bio":"軟體開發與寫作經驗超過十年。作品可見個人網站：https://denkeni.org"}},{"id":"LCRKYN","avatar":"https://pretalx.coscup.org/media/avatars/LCRKYN_xfymDUM.png","zh":{"name":"Matt Wang","bio":"- Father of two cats\r\n- Write Python code in startups\r\n- Translate Python docs\r\n- Contribute to Python OSS projects (when I'm available)"},"en":{"name":"Matt Wang","bio":"- Father of two cats\r\n- Write Python code in startups\r\n- Translate Python docs\r\n- Contribute to Python OSS projects (when I'm available)"}},{"id":"RYNSZY","avatar":"https://pretalx.coscup.org/media/avatars/%E4%B8%8B%E8%BC%89_zKOUUfZ.png","zh":{"name":"John Lu","bio":"John is a Senior AI Engineer, currently focused on developing NLP applications.\r\n\r\nHe is deeply motivated by challenges and tends to be excited by breaking conventional ways of thinking and doing. With prior experiences in Software Engineering, he works on combining the latest AI technology and engineering to transform challenges into practical solutions."},"en":{"name":"John Lu","bio":"John is a Senior AI Engineer, currently focused on developing NLP applications.\r\n\r\nHe is deeply motivated by challenges and tends to be excited by breaking conventional ways of thinking and doing. With prior experiences in Software Engineering, he works on combining the latest AI technology and engineering to transform challenges into practical solutions."}},{"id":"LRY3YR","avatar":"https://pretalx.coscup.org/media/avatars/florian_snow_2_ym6UDVJ.jpg","zh":{"name":"Florian Snow","bio":"Florian Snow is a software developer from Nuremberg, Germany with a background in a variety of different fields such as teaching, programming, linguistics, and design. He became interested in Free Software around 1999 and has been active in the community since around 2006. Apart from his job as a software developer, he works and volunteers for the Free Software Foundation Europe where he has been active in many different areas over the years."},"en":{"name":"Florian Snow","bio":"Florian Snow is a software developer from Nuremberg, Germany with a background in a variety of different fields such as teaching, programming, linguistics, and design. He became interested in Free Software around 1999 and has been active in the community since around 2006. Apart from his job as a software developer, he works and volunteers for the Free Software Foundation Europe where he has been active in many different areas over the years."}},{"id":"DJ3WYV","avatar":"https://pretalx.coscup.org/media/avatars/DJ3WYV_mzI9AGc.jpg","zh":{"name":"後端里長伯","bio":"大家好, 我是後端里長伯hohshen, 你的後端大小事都是我的事!"},"en":{"name":"後端里長伯","bio":"大家好, 我是後端里長伯hohshen, 你的後端大小事都是我的事!"}},{"id":"HYQJNJ","avatar":"https://pretalx.coscup.org/media/avatars/HYQJNJ_wWcNfkN.jpg","zh":{"name":"農業開放資料社群COODFA","bio":"農業開放資料社群【COODFA】我們是一群對「開放資料、數位科技、地方創生、減碳淨零」議題志同道合的農業人，透過社群的力量組成農業開放資料社群(COODFA)，每年定期舉辦農業開源人年會，透過COSCUP的機會再次聚集熱血志士，一期一會分享自己的辛酸血淚並互相取暖。盼透過非政府的社群的力量，持續推動數位科技與農業淨零的雙軸轉型。"},"en":{"name":"農業開放資料社群COODFA","bio":"農業開放資料社群【COODFA】我們是一群對「開放資料、數位科技、地方創生、減碳淨零」議題志同道合的農業人，透過社群的力量組成農業開放資料社群(COODFA)，每年定期舉辦農業開源人年會，透過COSCUP的機會再次聚集熱血志士，一期一會分享自己的辛酸血淚並互相取暖。盼透過非政府的社群的力量，持續推動數位科技與農業淨零的雙軸轉型。"}},{"id":"CUF9D8","avatar":"https://pretalx.coscup.org/media/avatars/CUF9D8_lz4pPQw.jpg","zh":{"name":"李昆桓","bio":"李昆桓是農業第一代青年返鄉，對他而言這是一條艱難的路，但他仍選擇留在了台南安定區，和一群青農一起以台灣雜糧生產為目標前進。李昆桓更意識到農村面臨勞動力短缺、產銷履歷驗證困難等考驗，而單打獨鬥的行銷模式也讓青農普遍面臨通路和行銷困境。因此，他成立了安定雜糧產銷第七班及糧豐雜糧合作社，除了引進機械化種植和採收解決勞動力問題，也導入農田預防監測防治秋行軍蟲，並積極拓展農產品加工和銷售渠道，提高青農市場競爭力。"},"en":{"name":"李昆桓","bio":"李昆桓是農業第一代青年返鄉，對他而言這是一條艱難的路，但他仍選擇留在了台南安定區，和一群青農一起以台灣雜糧生產為目標前進。李昆桓更意識到農村面臨勞動力短缺、產銷履歷驗證困難等考驗，而單打獨鬥的行銷模式也讓青農普遍面臨通路和行銷困境。因此，他成立了安定雜糧產銷第七班及糧豐雜糧合作社，除了引進機械化種植和採收解決勞動力問題，也導入農田預防監測防治秋行軍蟲，並積極拓展農產品加工和銷售渠道，提高青農市場競爭力。"}},{"id":"WHGDAG","avatar":"https://pretalx.coscup.org/media/avatars/WHGDAG_ZQP1tjR.jpg","zh":{"name":"Jeff Huang","bio":"維基媒體運動參與者、維基導遊管理員、Wikidata 管理員、開放街圖圖客、開放街圖基金會會員、KDE e.V. 會員、文件基金會會員"},"en":{"name":"Jeff Huang","bio":"維基媒體運動參與者、維基導遊管理員、Wikidata 管理員、開放街圖圖客、開放街圖基金會會員、KDE e.V. 會員、文件基金會會員"}},{"id":"UQNUTP","avatar":"https://pretalx.coscup.org/media/avatars/UQNUTP_q45IM2N.jpg","zh":{"name":"Travis Chiang","bio":"從Greenplum開始接觸開源資料庫\r\n多元的DBA維護經驗\r\n現任職於新立資訊提供技術支持服務 (Cloudberry, Greenplum, WarehousePG, MongoDB... 等) \r\nContacts: travischiang@osys.com.tw"},"en":{"name":"Travis Chiang","bio":"從Greenplum開始接觸開源資料庫\r\n多元的DBA維護經驗\r\n現任職於新立資訊提供技術支持服務 (Cloudberry, Greenplum, WarehousePG, MongoDB... 等) \r\nContacts: travischiang@osys.com.tw"}},{"id":"TBEFSF","avatar":"https://pretalx.coscup.org/media/avatars/TBEFSF_ra3Rs0v.jpg","zh":{"name":"Albert Liu","bio":"Over 20 years experience in IT industry.\r\nServe large enterprise clients in Taiwan.\r\n\r\nProfessional Fields\r\n- Business Development (BDM)\r\n- ICT & AI Solution Design & Selling (Presales)\r\n- Product and Solution Marketing (PM)\r\n- Team leadership and management over 20yrs\r\n- Survey and discover market trends and demands \r\n\r\nSolution design and skillset\r\n- Private cloud, virtualization, K8S & hybrid cloud solution \r\n- Microsoft cloud- Microsoft 365 and Azure services\r\n- Public cloud data center or VPC on AWS\r\n- AI Infrastructure solution with NVIDIA Enterprise Platform \r\n- Data center infrastructure / architecture design\r\n- Data Protection and governance\r\n- Database Platform (MPP SynxDB/Cloudberry, MongoDB, Oracle, SQL server)"},"en":{"name":"Albert Liu","bio":"Over 20 years experience in IT industry.\r\nServe large enterprise clients in Taiwan.\r\n\r\nProfessional Fields\r\n- Business Development (BDM)\r\n- ICT & AI Solution Design & Selling (Presales)\r\n- Product and Solution Marketing (PM)\r\n- Team leadership and management over 20yrs\r\n- Survey and discover market trends and demands \r\n\r\nSolution design and skillset\r\n- Private cloud, virtualization, K8S & hybrid cloud solution \r\n- Microsoft cloud- Microsoft 365 and Azure services\r\n- Public cloud data center or VPC on AWS\r\n- AI Infrastructure solution with NVIDIA Enterprise Platform \r\n- Data center infrastructure / architecture design\r\n- Data Protection and governance\r\n- Database Platform (MPP SynxDB/Cloudberry, MongoDB, Oracle, SQL server)"}},{"id":"SUU3BA","avatar":"https://pretalx.coscup.org/media/avatars/SUU3BA_hriix7I.jpg","zh":{"name":"趙振勝 (Sky)","bio":"我是現任國泰金控開源創新發展小組的 DevOps 工程師，擁有 9 年金融業經驗。目前負責雲原生微服務架構下，挑戰將 CNCF 開源項目、資安工具導入金融機構，並其引進成為規範及準則。歡迎一同交流以及學習！\r\nHi! I'm a DevOps engineer at Cathay Financial Holdings, part of the Open Source Innovation Development Team. With 9 years of experience in the financial industry, I'm currently working on bringing CNCF open source projects and security tools into our cloud-native microservices architecture—and helping turn them into practical standards within the organization. I'm always excited to exchange ideas and learn from others in the community. Let’s connect and grow together!"},"en":{"name":"趙振勝 (Sky)","bio":"我是現任國泰金控開源創新發展小組的 DevOps 工程師，擁有 9 年金融業經驗。目前負責雲原生微服務架構下，挑戰將 CNCF 開源項目、資安工具導入金融機構，並其引進成為規範及準則。歡迎一同交流以及學習！\r\nHi! I'm a DevOps engineer at Cathay Financial Holdings, part of the Open Source Innovation Development Team. With 9 years of experience in the financial industry, I'm currently working on bringing CNCF open source projects and security tools into our cloud-native microservices architecture—and helping turn them into practical standards within the organization. I'm always excited to exchange ideas and learn from others in the community. Let’s connect and grow together!"}},{"id":"SVFKJT","avatar":"https://pretalx.coscup.org/media/avatars/SVFKJT_tk8fKoL.jpg","zh":{"name":"呂艾倫 Alan Parker Lue","bio":"呂艾倫是博通 Tanzu 部門的主任工程師。在 2023 年加入博通之前，他是 VMware 的機器學習 staff 工程師，專注於雲端安全的異常檢測。此前，呂先生曾在 Prudential、PIMCO、Activision 和波音公司擔任資料科學、數理金融和軟體工程方面的職位。他在科技和金融領域擁有 20 年的經驗，並擁有加州大學洛杉磯分校安德森管理學院金融工程碩士和哥倫比亞大學電腦科學學士。"},"en":{"name":"呂艾倫 Alan Parker Lue","bio":"呂艾倫是博通 Tanzu 部門的主任工程師。在 2023 年加入博通之前，他是 VMware 的機器學習 staff 工程師，專注於雲端安全的異常檢測。此前，呂先生曾在 Prudential、PIMCO、Activision 和波音公司擔任資料科學、數理金融和軟體工程方面的職位。他在科技和金融領域擁有 20 年的經驗，並擁有加州大學洛杉磯分校安德森管理學院金融工程碩士和哥倫比亞大學電腦科學學士。"}},{"id":"RLG8M3","avatar":null,"zh":{"name":"jeff, juain farn, liu. 劉君帆","bio":""},"en":{"name":"jeff, juain farn, liu. 劉君帆","bio":""}},{"id":"MXJNZ9","avatar":"https://pretalx.coscup.org/media/avatars/MXJNZ9_NEIza3x.png","zh":{"name":"Lois","bio":"Lois"},"en":{"name":"Lois","bio":"Lois"}},{"id":"EUWGBF","avatar":"https://pretalx.coscup.org/media/avatars/2023-04-17_17.00.47_8VhhHqr.jpg","zh":{"name":"Ping Chen","bio":"興趣使然的區塊鏈工程師"},"en":{"name":"Ping Chen","bio":"興趣使然的區塊鏈工程師"}},{"id":"7HLLC8","avatar":"https://pretalx.coscup.org/media/avatars/19250689_10155459347729154_1385127100667476617_o_SOXtwc0.jpg","zh":{"name":"林宗禧","bio":"自PostgreSQL 9 成為重度使用者，初以開發FDW 為樂；於2014-2016 間，約兩年半的時間，聯繫拜訪國內推廣PostgreSQL 的前輩，以及聚集相關技服廠商，自2017 年再次推動台灣PostgreSQL使用者社群(TWPUG) ；目前著重發展 PostgreSQL 為核心的 Data Application Platform，並推廣在各類產業應用。"},"en":{"name":"林宗禧","bio":"自PostgreSQL 9 成為重度使用者，初以開發FDW 為樂；於2014-2016 間，約兩年半的時間，聯繫拜訪國內推廣PostgreSQL 的前輩，以及聚集相關技服廠商，自2017 年再次推動台灣PostgreSQL使用者社群(TWPUG) ；目前著重發展 PostgreSQL 為核心的 Data Application Platform，並推廣在各類產業應用。"}},{"id":"8BAALZ","avatar":"https://pretalx.coscup.org/media/avatars/8BAALZ_BChhvlT.jpg","zh":{"name":"scc","bio":"SWE @ Cycraft"},"en":{"name":"scc","bio":"SWE @ Cycraft"}},{"id":"MBSB3E","avatar":"https://pretalx.coscup.org/media/avatars/MBSB3E_mLoi9mm.jpeg","zh":{"name":"collie","bio":"對 dotfiles 有興趣的 c++ 愛好者"},"en":{"name":"collie","bio":"對 dotfiles 有興趣的 c++ 愛好者"}},{"id":"CBUNF3","avatar":"https://pretalx.coscup.org/media/avatars/CBUNF3_CEZgHTZ.jpeg","zh":{"name":"施周杰 Aaron Shih","bio":"我是 Aaron，一位專注於 AI 工具與前端架構整合的資深工程師，擁有四年在航空、能源與生成式 AI 領域的開發經驗。近期曾參與 AWS AI Hackathon，打造實時 AI 銷售助理系統並獲得 AWS 開發者肯定。擅長用 LLM 結合自動化流程，快速完成 Side Project PoC，熱愛分享實作經驗與技術實戰心得。\r\n\r\nI'm Aaron, a senior engineer passionate about integrating AI tooling with frontend systems. I have 4 years of experience in the aviation, energy, and generative AI industries. Recently, I participated in an AWS AI hackathon and built a real-time AI sales assistant, which was well-received by AWS developers. I'm skilled at rapidly prototyping side projects using LLMs and automation tools, and I enjoy sharing my hands-on experience with the community."},"en":{"name":"施周杰 Aaron Shih","bio":"我是 Aaron，一位專注於 AI 工具與前端架構整合的資深工程師，擁有四年在航空、能源與生成式 AI 領域的開發經驗。近期曾參與 AWS AI Hackathon，打造實時 AI 銷售助理系統並獲得 AWS 開發者肯定。擅長用 LLM 結合自動化流程，快速完成 Side Project PoC，熱愛分享實作經驗與技術實戰心得。\r\n\r\nI'm Aaron, a senior engineer passionate about integrating AI tooling with frontend systems. I have 4 years of experience in the aviation, energy, and generative AI industries. Recently, I participated in an AWS AI hackathon and built a real-time AI sales assistant, which was well-received by AWS developers. I'm skilled at rapidly prototyping side projects using LLMs and automation tools, and I enjoy sharing my hands-on experience with the community."}},{"id":"HM3LDG","avatar":"https://pretalx.coscup.org/media/avatars/HM3LDG_ZmSfRxJ.jpg","zh":{"name":"gholk","bio":"linux user, interested driven web developer,\r\nWebExtension developer."},"en":{"name":"gholk","bio":"linux user, interested driven web developer,\r\nWebExtension developer."}},{"id":"DAQF7X","avatar":"https://pretalx.coscup.org/media/avatars/DAQF7X_LrUVYZB.JPG","zh":{"name":"呂勝男","bio":"I studied Japanese at Jilin University in China and went on to earn a master’s degree in Theoretical Linguistics from Tohoku University in Japan. I’m currently working at Far End Technologies Corporation, an IT company based in Shimane, Japan, where I handle marketing, communications, and customer support.\r\n\r\nBefore joining the company, I had no background in IT. It was here that I was first introduced to open source and Redmine. While I don’t write code, I contribute to the Redmine community through translation and by sharing feedback from a user’s perspective. Over time, I’ve come to see how my language skills and curiosity can be real strengths—even in a technical field.\r\n\r\nWorking with Redmine has been a turning point in my life. It’s helped me connect with people from different cultures, build confidence, and feel part of something bigger. Today, I support Redmine users in Chinese, Japanese, and English, helping bridge language and cultural gaps in a global community."},"en":{"name":"呂勝男","bio":"I studied Japanese at Jilin University in China and went on to earn a master’s degree in Theoretical Linguistics from Tohoku University in Japan. I’m currently working at Far End Technologies Corporation, an IT company based in Shimane, Japan, where I handle marketing, communications, and customer support.\r\n\r\nBefore joining the company, I had no background in IT. It was here that I was first introduced to open source and Redmine. While I don’t write code, I contribute to the Redmine community through translation and by sharing feedback from a user’s perspective. Over time, I’ve come to see how my language skills and curiosity can be real strengths—even in a technical field.\r\n\r\nWorking with Redmine has been a turning point in my life. It’s helped me connect with people from different cultures, build confidence, and feel part of something bigger. Today, I support Redmine users in Chinese, Japanese, and English, helping bridge language and cultural gaps in a global community."}},{"id":"C7CJZM","avatar":"https://pretalx.coscup.org/media/avatars/C7CJZM_1LWVrF7.jpg","zh":{"name":"EdwardWu","bio":"經歷：開源軟體繁體中文化、Android 系統以及 Recovery 開發  \r\n現任：  \r\n\tArrow-OS Official Maintainer for ASUS ZenFone 5Z (Z01R)  \r\n\tASUS Official ZenFone Series Insiders  \r\n\tNothing Tech Taiwan Insiders  \r\n\tGoogle Developer Student Clubs @ Chung Yuan Christian University,Taiwan. (中原大學) '23-'24 Lead  \r\n\tL10n Taiwan 臺灣自由開源翻譯 L10N Member  \r\n\tAndroid Apps 繁體中文化工作者  \r\n\tOmniVision_台灣豪威科技有限公司 Test Integration Engineering Intern  \r\n\r\n曾任：  \r\n\tASUS ZenFone 5 (2018) Lead Maintainer  \r\n\tArrow-OS Official Maintainer for Xiaomi Pad 5 Pro(elish)  \r\n\tcrDroid / Havoc OS Official Maintainer for ASUS ZenFone 5Z (Z01R)  \r\n\tProject Kaleidoscope Official Maintainer for \"Redmi K40 / POCO F3 / Xiaomi 11x (alioth)\" & \"ASUS  ZenFone 8 / ASUS_I006D (sake)\"  \r\n\tSkyHawk Recovery Project Official Maintainer for Asus ZenFone 5 (2018)  \r\n\tNokia 8 / 8.1 Lead Maintainer  \r\n\tOnePlus 9R Maintainer  \r\n\tOpenCore Configurator 繁體中文化工作者  \r\n\tSITCON 2021 開放式議程講者《從零開始編譯 Android 第三方系統！》  \r\n\tIntel Taiwan 2nd Campus Ambassador"},"en":{"name":"EdwardWu","bio":"經歷：開源軟體繁體中文化、Android 系統以及 Recovery 開發  \r\n現任：  \r\n\tArrow-OS Official Maintainer for ASUS ZenFone 5Z (Z01R)  \r\n\tASUS Official ZenFone Series Insiders  \r\n\tNothing Tech Taiwan Insiders  \r\n\tGoogle Developer Student Clubs @ Chung Yuan Christian University,Taiwan. (中原大學) '23-'24 Lead  \r\n\tL10n Taiwan 臺灣自由開源翻譯 L10N Member  \r\n\tAndroid Apps 繁體中文化工作者  \r\n\tOmniVision_台灣豪威科技有限公司 Test Integration Engineering Intern  \r\n\r\n曾任：  \r\n\tASUS ZenFone 5 (2018) Lead Maintainer  \r\n\tArrow-OS Official Maintainer for Xiaomi Pad 5 Pro(elish)  \r\n\tcrDroid / Havoc OS Official Maintainer for ASUS ZenFone 5Z (Z01R)  \r\n\tProject Kaleidoscope Official Maintainer for \"Redmi K40 / POCO F3 / Xiaomi 11x (alioth)\" & \"ASUS  ZenFone 8 / ASUS_I006D (sake)\"  \r\n\tSkyHawk Recovery Project Official Maintainer for Asus ZenFone 5 (2018)  \r\n\tNokia 8 / 8.1 Lead Maintainer  \r\n\tOnePlus 9R Maintainer  \r\n\tOpenCore Configurator 繁體中文化工作者  \r\n\tSITCON 2021 開放式議程講者《從零開始編譯 Android 第三方系統！》  \r\n\tIntel Taiwan 2nd Campus Ambassador"}},{"id":"TSBW9B","avatar":"https://pretalx.coscup.org/media/avatars/TSBW9B_KM6E4VP.jpg","zh":{"name":"Jerry, Jiancong Zhao","bio":"Jerry Zhao is the Chief SDV Architect in the R&D division of Panasonic Automotive Systems Co., Ltd., with extensive development experience in cutting-edge technologies for software-defined vehicles (SDVs), including virtualization, cloud native, and digital twins. He is also deeply engaged in open-source and automotive community initiatives. Jerry leads the SDV Expert Group within Automotive Grade Linux (AGL) and serves as the APAC Regional Hub Lead for SOAFEE—two of the most active organizations promoting open collaboration in the SDV ecosystem.\r\n-------------------------\r\nJerry Zhao現任日本松下汽車電子系統有限公司研發部門的軟體定義車輛（SDV）首席架構師，擁有豐富的前沿技術開發經驗，涵蓋虛擬化、雲原生技術及數位分身等領域。他亦積極參與開源與汽車產業社群活動，目前領導 Automotive Grade Linux（AGL）中的 SDV 專家小組，並擔任 SOAFEE 的亞太區區域樞紐負責人。這兩個組織皆為推動 SDV 領域開放合作最活躍的社群之一。"},"en":{"name":"Jerry, Jiancong Zhao","bio":"Jerry Zhao is the Chief SDV Architect in the R&D division of Panasonic Automotive Systems Co., Ltd., with extensive development experience in cutting-edge technologies for software-defined vehicles (SDVs), including virtualization, cloud native, and digital twins. He is also deeply engaged in open-source and automotive community initiatives. Jerry leads the SDV Expert Group within Automotive Grade Linux (AGL) and serves as the APAC Regional Hub Lead for SOAFEE—two of the most active organizations promoting open collaboration in the SDV ecosystem.\r\n-------------------------\r\nJerry Zhao現任日本松下汽車電子系統有限公司研發部門的軟體定義車輛（SDV）首席架構師，擁有豐富的前沿技術開發經驗，涵蓋虛擬化、雲原生技術及數位分身等領域。他亦積極參與開源與汽車產業社群活動，目前領導 Automotive Grade Linux（AGL）中的 SDV 專家小組，並擔任 SOAFEE 的亞太區區域樞紐負責人。這兩個組織皆為推動 SDV 領域開放合作最活躍的社群之一。"}},{"id":"G3HJDZ","avatar":"https://pretalx.coscup.org/media/avatars/G3HJDZ_Blbm7ED.png","zh":{"name":"Ian W.","bio":"Ian W.，工程師，學生時期積極參與多項社會運動，並在 318 運動期間對司改會有更深入的認識。近期因對公法與資訊法的關注而加入，希望能結合技術專業投入數位法治的推動，目前為司改會數位法治小組成員。"},"en":{"name":"Ian W.","bio":"Ian W.，工程師，學生時期積極參與多項社會運動，並在 318 運動期間對司改會有更深入的認識。近期因對公法與資訊法的關注而加入，希望能結合技術專業投入數位法治的推動，目前為司改會數位法治小組成員。"}},{"id":"JWUFMA","avatar":"https://pretalx.coscup.org/media/avatars/c_-_%E8%A4%87%E8%A3%BD_TI6GrvS.JPG","zh":{"name":"黃宇強 Date Huang","bio":""},"en":{"name":"黃宇強 Date Huang","bio":""}},{"id":"YFXWSK","avatar":"https://pretalx.coscup.org/media/avatars/YFXWSK_osDfIBj.jpg","zh":{"name":"Maya Shavin","bio":"Maya is an accomplished Lead Software Engineer at Salesforce, with a unique blend of an MBA, M.Sc in Computer Science, and a BA in Economics. Specializing in the web development, her skills stretch across TypeScript, Vue, React, CSS, and more. Beyond coding, Maya shines as an internationally recognized speaker and published author, advocating passionately for web development, UX/UI, Accessibility, and robust coding standards."},"en":{"name":"Maya Shavin","bio":"Maya is an accomplished Lead Software Engineer at Salesforce, with a unique blend of an MBA, M.Sc in Computer Science, and a BA in Economics. Specializing in the web development, her skills stretch across TypeScript, Vue, React, CSS, and more. Beyond coding, Maya shines as an internationally recognized speaker and published author, advocating passionately for web development, UX/UI, Accessibility, and robust coding standards."}},{"id":"R7PSSK","avatar":"https://pretalx.coscup.org/media/avatars/R7PSSK_P1cna2j.jpg","zh":{"name":"Peter Chang","bio":"Peter Chang 是 MLCommons MLPerf Tiny Working Group 的共同主席，同時也是 Skymizer Taiwan Inc. 的業務開發經理。Peter 於國立交通大學電機工程學系取得學士學位，並於國立清華大學資訊工程研究所取得碩士學位。研發興趣涵蓋電控系統、作業系統、虛擬化技術、效能工程與電腦架構設計。目前致力於機器學習領域的軟硬體協同設計與 Benchmark 測試研究，積極參與 MLPerf Tiny 與 EdgeAI Foundation （原稱 TinyML Foundation） 等國際社群，曾任 tinyML Asia 2024 的議程委員，持續在社群中推動 AI 效能評估的開放標準發展。\r\nPeter 也曾擔任 SkyPat（一套開源效能單元測試框架）與 ARMvisor（建構於 KVM 基礎的 Arm 虛擬化解決方案）等專案的維護者，長期投入於開源專案實作與推廣，期盼與更多開發者在 COSCUP 社群中交流與合作。"},"en":{"name":"Peter Chang","bio":"Peter Chang 是 MLCommons MLPerf Tiny Working Group 的共同主席，同時也是 Skymizer Taiwan Inc. 的業務開發經理。Peter 於國立交通大學電機工程學系取得學士學位，並於國立清華大學資訊工程研究所取得碩士學位。研發興趣涵蓋電控系統、作業系統、虛擬化技術、效能工程與電腦架構設計。目前致力於機器學習領域的軟硬體協同設計與 Benchmark 測試研究，積極參與 MLPerf Tiny 與 EdgeAI Foundation （原稱 TinyML Foundation） 等國際社群，曾任 tinyML Asia 2024 的議程委員，持續在社群中推動 AI 效能評估的開放標準發展。\r\nPeter 也曾擔任 SkyPat（一套開源效能單元測試框架）與 ARMvisor（建構於 KVM 基礎的 Arm 虛擬化解決方案）等專案的維護者，長期投入於開源專案實作與推廣，期盼與更多開發者在 COSCUP 社群中交流與合作。"}},{"id":"Q3ZX9W","avatar":"https://pretalx.coscup.org/media/avatars/Q3ZX9W_wozkBIN.png","zh":{"name":"林晉宇","bio":"- 行政院網路攻防演練/電商平台外網檢測/教育體系資安攻防演練 攻擊手\r\n- 國內外 Bug Bounty/VDP 經驗: NASA, 台水, 台電\r\n- Pentester/Security Research, Student\r\n- CTF Player (Web + Crypto) @ ICEDTEA/QnQSec/星爆牛炒竹狐\r\nhttps://blog.whale-tw.com\r\n\r\nCurrently in NTU CSIE"},"en":{"name":"林晉宇","bio":"- 行政院網路攻防演練/電商平台外網檢測/教育體系資安攻防演練 攻擊手\r\n- 國內外 Bug Bounty/VDP 經驗: NASA, 台水, 台電\r\n- Pentester/Security Research, Student\r\n- CTF Player (Web + Crypto) @ ICEDTEA/QnQSec/星爆牛炒竹狐\r\nhttps://blog.whale-tw.com\r\n\r\nCurrently in NTU CSIE"}},{"id":"VRBHKF","avatar":"https://pretalx.coscup.org/media/avatars/profile_for_oscon_Kj4txNz.jpg","zh":{"name":"Masafumi Ohta","bio":"Masafumi is now leading the Raspberry Pi community in Japan and helping businesses with Raspberry Pi, especially in Asia. He has also been moderating the OSPN-Japan track at COSCUP since 2019.\r\nMasafumi is not trying new business with Sake/Wine breweries to introduce Japanese 'brewing' culture with IT to overseas visitors to Japan; he wants them to discover new things during their visit."},"en":{"name":"Masafumi Ohta","bio":"Masafumi is now leading the Raspberry Pi community in Japan and helping businesses with Raspberry Pi, especially in Asia. He has also been moderating the OSPN-Japan track at COSCUP since 2019.\r\nMasafumi is not trying new business with Sake/Wine breweries to introduce Japanese 'brewing' culture with IT to overseas visitors to Japan; he wants them to discover new things during their visit."}},{"id":"DKRLMJ","avatar":"https://pretalx.coscup.org/media/avatars/%E5%A4%A7%E9%A0%AD%E8%B2%BC%E5%89%AA%E8%A3%81_k1oGt2y.jpg","zh":{"name":"WeiTheShinobi","bio":"喜歡 Rust 和編譯器，最喜歡的動物是鳥，最喜歡的鳥是鴨子，興趣是玩遊戲。\r\n寫軟體真的是很棒的工作，工作在寫生鏽 (Rust)，生鏽 (Rust) 真是太棒了！"},"en":{"name":"WeiTheShinobi","bio":"喜歡 Rust 和編譯器，最喜歡的動物是鳥，最喜歡的鳥是鴨子，興趣是玩遊戲。\r\n寫軟體真的是很棒的工作，工作在寫生鏽 (Rust)，生鏽 (Rust) 真是太棒了！"}},{"id":"UDMCG7","avatar":"https://pretalx.coscup.org/media/avatars/profile6_PaR8OZx.png","zh":{"name":"Martin Chang","bio":"沒事自幹開源專案，C++, HPC, AI 工程師"},"en":{"name":"Martin Chang","bio":"沒事自幹開源專案，C++, HPC, AI 工程師"}},{"id":"YY79VM","avatar":"https://pretalx.coscup.org/media/avatars/YY79VM_50ggaS5.jpeg","zh":{"name":"Caesar Chi","bio":"現任 Cympotek 信集界科技 管理者，主導 AI 製造與供應鏈整合平台 Cympack。為台灣 Node.js 技術社群推動者、JSDC.tw 共同創辦人，長期投身於前端技術、API 整合與產品開發實務，並具備創業經驗與跨角色的技術轉譯能力。"},"en":{"name":"Caesar Chi","bio":"現任 Cympotek 信集界科技 管理者，主導 AI 製造與供應鏈整合平台 Cympack。為台灣 Node.js 技術社群推動者、JSDC.tw 共同創辦人，長期投身於前端技術、API 整合與產品開發實務，並具備創業經驗與跨角色的技術轉譯能力。"}},{"id":"QWMQRJ","avatar":"https://pretalx.coscup.org/media/avatars/QWMQRJ_9i6A9Gs.jpg","zh":{"name":"Chia Hsun Wang","bio":"Chia Hsun Wang is currently working at the Institute of Information Science, Academia Sinica. Previously she was with Open Source Software Foundry (OSSF) and Creative Commons Taiwan, two projects hosted at Academia Sinica. With an engineering background and a passion for promoting open and free culture, her focus revolves around the topics of digital preservation and research data management."},"en":{"name":"Chia Hsun Wang","bio":"Chia Hsun Wang is currently working at the Institute of Information Science, Academia Sinica. Previously she was with Open Source Software Foundry (OSSF) and Creative Commons Taiwan, two projects hosted at Academia Sinica. With an engineering background and a passion for promoting open and free culture, her focus revolves around the topics of digital preservation and research data management."}},{"id":"HXGACU","avatar":"https://pretalx.coscup.org/media/avatars/HXGACU_KKds3wH.jpg","zh":{"name":"Tyng-Ruey Chuang","bio":"Tyng-Ruey Chuang is an Associate Research Fellow at the Institute of Information Science, Academia Sinica, with joint appointments at both the Research Center for Humanities and Social Sciences (Center for GIS) and the Research Center for Information Technology Innovation."},"en":{"name":"Tyng-Ruey Chuang","bio":"Tyng-Ruey Chuang is an Associate Research Fellow at the Institute of Information Science, Academia Sinica, with joint appointments at both the Research Center for Humanities and Social Sciences (Center for GIS) and the Research Center for Information Technology Innovation."}},{"id":"Q8PU9E","avatar":"https://pretalx.coscup.org/media/avatars/Q8PU9E_2yS09bK.jpg","zh":{"name":"Wu Hung-Yen","bio":"I’m Hung-Yen (Jimmy) Wu, a computer science student at NYCU with a strong passion for reinforcement learning, AI, and mathematical thinking. I enjoy solving tough problems through both theory and engineering — from network debugging to research in imitation learning (ICML 2025).\r\n\r\nI’ve interned at Academia Sinica, contributed to AI and archiving projects, and founded the Math Department soccer team. Curious, hands-on, and research-driven, I’m always eager to learn and collaborate on meaningful tech challenges."},"en":{"name":"Wu Hung-Yen","bio":"I’m Hung-Yen (Jimmy) Wu, a computer science student at NYCU with a strong passion for reinforcement learning, AI, and mathematical thinking. I enjoy solving tough problems through both theory and engineering — from network debugging to research in imitation learning (ICML 2025).\r\n\r\nI’ve interned at Academia Sinica, contributed to AI and archiving projects, and founded the Math Department soccer team. Curious, hands-on, and research-driven, I’m always eager to learn and collaborate on meaningful tech challenges."}},{"id":"39KDHM","avatar":"https://pretalx.coscup.org/media/avatars/39KDHM_AjbtK6e.png","zh":{"name":"Chi","bio":"一個區塊鏈開發愛好者"},"en":{"name":"Chi","bio":"一個區塊鏈開發愛好者"}},{"id":"RR3SMW","avatar":"https://pretalx.coscup.org/media/avatars/RR3SMW_kHqEhx6.png","zh":{"name":"Homun Mage","bio":"Focus on technology or engineering such as programming, AI, frontend, backend,.....\r\n\r\nExperienced in\r\nFrontend: Svelte 5 ♥, React ♡\r\nBackend: Python ♥, Go ♡, C++\r\nInfra: K8s, Docker, Prometheus, Grafana, \r\nAlgorithms: Computer Graphics, Computer Vision, Parallel Computing\r\n\r\n▶ Youtube: https://www.youtube.com/@homunmage\r\n▶ GitHub: https://github.com/HomunMage\r\n▶ Facebook: https://www.facebook.com/homunmage\r\n▶ Blog: https://homun.posetmage.com\r\n▶ Mail: homunmage@gmail.com"},"en":{"name":"Homun Mage","bio":"Focus on technology or engineering such as programming, AI, frontend, backend,.....\r\n\r\nExperienced in\r\nFrontend: Svelte 5 ♥, React ♡\r\nBackend: Python ♥, Go ♡, C++\r\nInfra: K8s, Docker, Prometheus, Grafana, \r\nAlgorithms: Computer Graphics, Computer Vision, Parallel Computing\r\n\r\n▶ Youtube: https://www.youtube.com/@homunmage\r\n▶ GitHub: https://github.com/HomunMage\r\n▶ Facebook: https://www.facebook.com/homunmage\r\n▶ Blog: https://homun.posetmage.com\r\n▶ Mail: homunmage@gmail.com"}},{"id":"WZGMJG","avatar":"https://pretalx.coscup.org/media/avatars/WZGMJG_7apLNY0.jpg","zh":{"name":"Justyn","bio":"康復中的資料科學家 | 資料保護工程開源貢獻者\r\n\r\nRecovering Data Scientist | Open Source Contributor in Data Protection Engineering"},"en":{"name":"Justyn","bio":"康復中的資料科學家 | 資料保護工程開源貢獻者\r\n\r\nRecovering Data Scientist | Open Source Contributor in Data Protection Engineering"}},{"id":"FDQ9TT","avatar":"https://pretalx.coscup.org/media/avatars/FDQ9TT_2cq1FGB.jpg","zh":{"name":"江竺原","bio":"我是一名高中生，喜歡到處亂跑、拍照"},"en":{"name":"江竺原","bio":"我是一名高中生，喜歡到處亂跑、拍照"}},{"id":"J8QABA","avatar":"https://pretalx.coscup.org/media/avatars/J8QABA_xCpxmAK.jpg","zh":{"name":"alanhc","bio":"目前在系統廠擔任BMC Engineer，希望成為通靈王！\r\nEmbedded-software engineer specializing in BMC firmware for data-center servers at a server ODM. Passionate about open source, firmware–software co-design, and building reliable, scalable systems for modern data centers.\r\nWebsite: https://alanhc.github.io/"},"en":{"name":"alanhc","bio":"目前在系統廠擔任BMC Engineer，希望成為通靈王！\r\nEmbedded-software engineer specializing in BMC firmware for data-center servers at a server ODM. Passionate about open source, firmware–software co-design, and building reliable, scalable systems for modern data centers.\r\nWebsite: https://alanhc.github.io/"}},{"id":"KPS77Q","avatar":"https://pretalx.coscup.org/media/avatars/KPS77Q_hZogKxh.png","zh":{"name":"Chiwawa","bio":"我是一名高性能處理器開發者，目前任職於聯發科技的高性能處理器部門，擔任硬體工程師。負責開發一些電路以及評估分析、整合處理器IP。學生時代我對處理器非常有興趣，也接觸過很多開源處理器專案，但是走過很多冤枉路。在踏入業界以後，我學到如何有效的學習現代處理器架構的知識，與各大公司開發思路上在意的面向，因此想要跟對開源處理器有興趣的朋友進行心得上的交流。"},"en":{"name":"Chiwawa","bio":"我是一名高性能處理器開發者，目前任職於聯發科技的高性能處理器部門，擔任硬體工程師。負責開發一些電路以及評估分析、整合處理器IP。學生時代我對處理器非常有興趣，也接觸過很多開源處理器專案，但是走過很多冤枉路。在踏入業界以後，我學到如何有效的學習現代處理器架構的知識，與各大公司開發思路上在意的面向，因此想要跟對開源處理器有興趣的朋友進行心得上的交流。"}},{"id":"PB8MZF","avatar":"https://pretalx.coscup.org/media/avatars/PB8MZF_rAU6Tj3.png","zh":{"name":"Marvin Drees","bio":"I'm a firmware developer at 9elements working on several BMC and HRoT solutions for all kinds of different fields and applications. My main expertise is in debugging hardware and software interactions in complex systems and I like to code in C, Go and Rust."},"en":{"name":"Marvin Drees","bio":"I'm a firmware developer at 9elements working on several BMC and HRoT solutions for all kinds of different fields and applications. My main expertise is in debugging hardware and software interactions in complex systems and I like to code in C, Go and Rust."}},{"id":"SRJ3NE","avatar":null,"zh":{"name":"regymm","bio":""},"en":{"name":"regymm","bio":""}},{"id":"LGWEYF","avatar":"https://pretalx.coscup.org/media/avatars/LGWEYF_ubSiNER.jpg","zh":{"name":"Suvin Kodituwakku","bio":"Suvin is a Senior Software Engineer at WSO2 and an open-source maintainer. Even though his work is more focused on Identity and Access Management in Kubernetes, he enjoys being a developer advocate speaking at events and leading tech communities. He is a Die-Hard fan of JavaScript, IAM, Sci-fi and TBBT. Suvin is known for his community work and in fact, you may meet him at many dev community events around South Asia. If you see him at any of these events, don’t forget to wave and say Hi!"},"en":{"name":"Suvin Kodituwakku","bio":"Suvin is a Senior Software Engineer at WSO2 and an open-source maintainer. Even though his work is more focused on Identity and Access Management in Kubernetes, he enjoys being a developer advocate speaking at events and leading tech communities. He is a Die-Hard fan of JavaScript, IAM, Sci-fi and TBBT. Suvin is known for his community work and in fact, you may meet him at many dev community events around South Asia. If you see him at any of these events, don’t forget to wave and say Hi!"}},{"id":"RFCLRX","avatar":"https://pretalx.coscup.org/media/avatars/RFCLRX_ZHBCOjH.jpg","zh":{"name":"徐方繹 Fngi Shiu","bio":"Fngi專長GenAI 應用與資安技術整合，具多年金融業與區塊鏈資安實務經驗，涵蓋 雲端、 合規、技術與治理。近年專注於 RAG 架構導入，希望結合 Gemini 與 n8n 打造低門檻、可複製的知識應用流程，實際應用於客服問答、資安知識查詢等場景。超過十年投入開源社群與技術推廣，現任GDG Taipei月會負責人, 兼任 GDG 「Build with AI」講者，推動企業內訓與跨部門落地實作。此外也經營技術內容，涵蓋 GCP/AWS、Gemini/Gemma、n8n 自動化與 AI 資安實戰，致力於幫助開發團隊用得懂、部署快、顧得了風險。\r\n常在GDG Devfest, COSCUP, MOPCON, INFOSEC, ISC2, 資安大會等大型研討會分享與發表."},"en":{"name":"徐方繹 Fngi Shiu","bio":"Fngi專長GenAI 應用與資安技術整合，具多年金融業與區塊鏈資安實務經驗，涵蓋 雲端、 合規、技術與治理。近年專注於 RAG 架構導入，希望結合 Gemini 與 n8n 打造低門檻、可複製的知識應用流程，實際應用於客服問答、資安知識查詢等場景。超過十年投入開源社群與技術推廣，現任GDG Taipei月會負責人, 兼任 GDG 「Build with AI」講者，推動企業內訓與跨部門落地實作。此外也經營技術內容，涵蓋 GCP/AWS、Gemini/Gemma、n8n 自動化與 AI 資安實戰，致力於幫助開發團隊用得懂、部署快、顧得了風險。\r\n常在GDG Devfest, COSCUP, MOPCON, INFOSEC, ISC2, 資安大會等大型研討會分享與發表."}},{"id":"8DF8EJ","avatar":"https://pretalx.coscup.org/media/avatars/8DF8EJ_oFRzfKT.jpg","zh":{"name":"Kevin","bio":"AI GDE\r\nGDG Taipei Organizer"},"en":{"name":"Kevin","bio":"AI GDE\r\nGDG Taipei Organizer"}},{"id":"YUKNFG","avatar":"https://pretalx.coscup.org/media/avatars/agl-prof_oEWdF3X.jpg","zh":{"name":"Naoto Yamaguchi","bio":"Doctor of Informatics.  Developer of embedded Linux for automotive since 2011. AGL and AGL Japan local community member. \r\nHe is a top level contributor for Automotive Grade Linux.  He developed to Linux container based integrated system that is building fully open-source software.  That developed since 2019.\r\nHe is a member of AGL SDV Expert Group now.  He collaborate to many member to realize open-source accelerated SDV(Software Defined Vehicle)."},"en":{"name":"Naoto Yamaguchi","bio":"Doctor of Informatics.  Developer of embedded Linux for automotive since 2011. AGL and AGL Japan local community member. \r\nHe is a top level contributor for Automotive Grade Linux.  He developed to Linux container based integrated system that is building fully open-source software.  That developed since 2019.\r\nHe is a member of AGL SDV Expert Group now.  He collaborate to many member to realize open-source accelerated SDV(Software Defined Vehicle)."}},{"id":"DUDBPL","avatar":"https://pretalx.coscup.org/media/avatars/DUDBPL_9OoQ0EV.png","zh":{"name":"vic","bio":"Hi, I’m a passionate software engineer who loves the Go programming language and enjoys sharing knowledge and experiences through writing. On my Medium page, you'll find insights from my journey in software development, hands-on project experience, and reflections from everyday life. Beyond technical articles, I also share thoughts on personal growth, workplace observations, and future trends. I hope my writing inspires you and offers fresh perspectives—let’s learn and grow together here!\r\n\r\nHere is my medium : https://medium.com/@vicxu/about."},"en":{"name":"vic","bio":"Hi, I’m a passionate software engineer who loves the Go programming language and enjoys sharing knowledge and experiences through writing. On my Medium page, you'll find insights from my journey in software development, hands-on project experience, and reflections from everyday life. Beyond technical articles, I also share thoughts on personal growth, workplace observations, and future trends. I hope my writing inspires you and offers fresh perspectives—let’s learn and grow together here!\r\n\r\nHere is my medium : https://medium.com/@vicxu/about."}},{"id":"NCDQG7","avatar":"https://pretalx.coscup.org/media/avatars/NCDQG7_2S3Pmof.jpg","zh":{"name":"George Neville-Neil","bio":"George V. Neville-Neil, works on networking and operating system code for fun and profit. He also teaches courses on various subjects related to programming. His areas of interest are computer security, operating systems, networking, time protocols, and the care and feeding of large code bases. He is the author of The Kollected Kode Vicious and co-author with Marshall Kirk McKusick and Robert N. M. Watson of _The Design and Implementation of the FreeBSD Operating System_.  For nearly twenty years he has been the columnist better known as Kode Vicious.  Since 2014 he has been an Industrial Visitor at the University of Cambridge where he is involved in several projects relating to computer security. He earned his bachelor’s degree in computer science at Northeastern University in Boston, Massachusetts, and is a member of ACM, the Usenix Association, and IEEE. His software not only runs on Earth but has been deployed, as part of VxWorks in NASA's missions to Mars.  He is an avid bicyclist and traveler who currently lives in New York City.  He is currently a PhD student at Yale University working with Robert Soulé and  Avi Silberschatz"},"en":{"name":"George Neville-Neil","bio":"George V. Neville-Neil, works on networking and operating system code for fun and profit. He also teaches courses on various subjects related to programming. His areas of interest are computer security, operating systems, networking, time protocols, and the care and feeding of large code bases. He is the author of The Kollected Kode Vicious and co-author with Marshall Kirk McKusick and Robert N. M. Watson of _The Design and Implementation of the FreeBSD Operating System_.  For nearly twenty years he has been the columnist better known as Kode Vicious.  Since 2014 he has been an Industrial Visitor at the University of Cambridge where he is involved in several projects relating to computer security. He earned his bachelor’s degree in computer science at Northeastern University in Boston, Massachusetts, and is a member of ACM, the Usenix Association, and IEEE. His software not only runs on Earth but has been deployed, as part of VxWorks in NASA's missions to Mars.  He is an avid bicyclist and traveler who currently lives in New York City.  He is currently a PhD student at Yale University working with Robert Soulé and  Avi Silberschatz"}},{"id":"LJZ7DD","avatar":"https://pretalx.coscup.org/media/avatars/LJZ7DD_cCOwqKc.png","zh":{"name":"Masanori Itoh","bio":"Masanori has been working in IT industry or IT related areas roughly 30 years.Starting as a software engineer of an operating system of mission critical servers, he worked on high-speed cluster interconnect, Cloud Operating System, etc.\r\nAfter worked on various IT projects for various customers, he moved to customer side, Toyota in 2018. At Toyota, he is working on overall IT infrastructure things covering from In-Car to Out-Car."},"en":{"name":"Masanori Itoh","bio":"Masanori has been working in IT industry or IT related areas roughly 30 years.Starting as a software engineer of an operating system of mission critical servers, he worked on high-speed cluster interconnect, Cloud Operating System, etc.\r\nAfter worked on various IT projects for various customers, he moved to customer side, Toyota in 2018. At Toyota, he is working on overall IT infrastructure things covering from In-Car to Out-Car."}},{"id":"LZV8TG","avatar":"https://pretalx.coscup.org/media/avatars/LZV8TG_V5QyRFs.jpg","zh":{"name":"YC(陳宜昌)","bio":"YC currently serves as a Senior Technology Manager at MediaTek Research. He has over 7 years of research and development experience in machine learning, with a focus on language, visual, and speech AI. With 4 years of team leadership experience, he adeptly leads teams through the entire process from research to application of technologies. He has published 7 machine learning papers, including in renowned conferences such as ACL, INTERSPEECH, and ICIP. Additionally, he serves as the webmaster of YC Note and the founder of Open Vibe Developers."},"en":{"name":"YC(陳宜昌)","bio":"YC currently serves as a Senior Technology Manager at MediaTek Research. He has over 7 years of research and development experience in machine learning, with a focus on language, visual, and speech AI. With 4 years of team leadership experience, he adeptly leads teams through the entire process from research to application of technologies. He has published 7 machine learning papers, including in renowned conferences such as ACL, INTERSPEECH, and ICIP. Additionally, he serves as the webmaster of YC Note and the founder of Open Vibe Developers."}},{"id":"D9U33Y","avatar":"https://pretalx.coscup.org/media/avatars/D9U33Y_tIkkRm4.jpg","zh":{"name":"Joey Lee","bio":"SUSE Labs Engineer in Taipei office. He is working on ACPI, EFI, Secure Boot."},"en":{"name":"Joey Lee","bio":"SUSE Labs Engineer in Taipei office. He is working on ACPI, EFI, Secure Boot."}},{"id":"GK99EM","avatar":"https://pretalx.coscup.org/media/avatars/GK99EM_skiQSvb.jpg","zh":{"name":"Ronny Wang","bio":"g0v 長期參與者，歐噴公司創辦人，長期參與推廣開放資料，在 g0v 發起新聞小幫手、求職小幫手、台灣公司資料、開放政治獻金等專案，2023 年成立歐噴有限公司，希望能透過公司來持續推動開放文化。"},"en":{"name":"Ronny Wang","bio":"g0v 長期參與者，歐噴公司創辦人，長期參與推廣開放資料，在 g0v 發起新聞小幫手、求職小幫手、台灣公司資料、開放政治獻金等專案，2023 年成立歐噴有限公司，希望能透過公司來持續推動開放文化。"}},{"id":"7THUTD","avatar":"https://pretalx.coscup.org/media/avatars/7THUTD_Ef027Xu.jpeg","zh":{"name":"Ruby Chuang","bio":"嗨，我是 Ruby，一位在 ERP 專案裡幫大家「翻譯人話成程式碼語言」的顧問。\r\n我的專業是導入 Odoo 開源 ERP 系統，負責需求訪談、流程設計、規格撰寫，以及最重要的——確保大家都知道現在到底要做什麼。\r\n\r\n過去幾年，我和不同行業的公司合作過：從診所、設計公司、旅行社到製造業，他們的共同點就是「需求很多，時間很少，大家講的話都不一樣」。所以我開始把需求轉化成一種所有角色都能理解的結構化文件。久了就發現：這不只是寫文件，而是在建立一種「共識引擎」。\r\n\r\n我不會寫程式，但我會畫圖、會拆需求、會讓工程師覺得開發起來舒服。這是我的職業習慣，也是我在每個專案中不斷練功的技能。\r\n\r\n這次想來 COSCUP，不是要推銷 Odoo，也不是要展示流程多漂亮，而是想跟你們分享：\r\n規格書可以不是公文，而是一場技術人與業務人之間的愛情橋樑"},"en":{"name":"Ruby Chuang","bio":"嗨，我是 Ruby，一位在 ERP 專案裡幫大家「翻譯人話成程式碼語言」的顧問。\r\n我的專業是導入 Odoo 開源 ERP 系統，負責需求訪談、流程設計、規格撰寫，以及最重要的——確保大家都知道現在到底要做什麼。\r\n\r\n過去幾年，我和不同行業的公司合作過：從診所、設計公司、旅行社到製造業，他們的共同點就是「需求很多，時間很少，大家講的話都不一樣」。所以我開始把需求轉化成一種所有角色都能理解的結構化文件。久了就發現：這不只是寫文件，而是在建立一種「共識引擎」。\r\n\r\n我不會寫程式，但我會畫圖、會拆需求、會讓工程師覺得開發起來舒服。這是我的職業習慣，也是我在每個專案中不斷練功的技能。\r\n\r\n這次想來 COSCUP，不是要推銷 Odoo，也不是要展示流程多漂亮，而是想跟你們分享：\r\n規格書可以不是公文，而是一場技術人與業務人之間的愛情橋樑"}},{"id":"Z9GJRC","avatar":"https://pretalx.coscup.org/media/avatars/1211M08_8_pu_1_tG9JRCV.jpg","zh":{"name":"Ray 貓","bio":"我是 Ray，一名全端工程師與創業者，熱衷探索如何將生成式 AI 技術真正落地到產品中。\r\n\r\n過去幾年，我從零開始獨立開發多個專案，包含 suta.io 與 CardQuill，專注於打造能減少開發者與使用者之間認知負荷的工具。我擅長將需求轉化為可執行的技術解決方案，並持續挑戰如何用模組化、系統化的方式整合 AI，而不只是單純調用 API。我相信技術的價值不只是造出酷炫的產品，而是設計出能持續運作、能被理解與共創的架構。這也是我創業路上不斷學習、碰撞、前行的核心信念。"},"en":{"name":"Ray 貓","bio":"我是 Ray，一名全端工程師與創業者，熱衷探索如何將生成式 AI 技術真正落地到產品中。\r\n\r\n過去幾年，我從零開始獨立開發多個專案，包含 suta.io 與 CardQuill，專注於打造能減少開發者與使用者之間認知負荷的工具。我擅長將需求轉化為可執行的技術解決方案，並持續挑戰如何用模組化、系統化的方式整合 AI，而不只是單純調用 API。我相信技術的價值不只是造出酷炫的產品，而是設計出能持續運作、能被理解與共創的架構。這也是我創業路上不斷學習、碰撞、前行的核心信念。"}},{"id":"SMCCYY","avatar":"https://pretalx.coscup.org/media/avatars/SMCCYY_jaythJN.webp","zh":{"name":"Irvin Chen","bio":""},"en":{"name":"Irvin Chen","bio":""}},{"id":"8NKLQ8","avatar":"https://pretalx.coscup.org/media/avatars/8NKLQ8_odfvQkD.JPG","zh":{"name":"Shawn","bio":"I’m not your typical startup founder, and I don’t have a wealthy background.\r\nI’m a solo developer — I’ve failed, I’ve been in debt, and I’ve even lost millions.\r\n\r\nBut I’m still here, because I have something even more valuable:\r\nA family who believes in me — my partner and our three children.\r\nI have no investors, no team, and my business is currently just a sole proprietorship.\r\nBut I have passion, I have a vision, and I have multiple working systems I built completely on my own.\r\n\r\nI’m participating in COSCUP not just to share my code,\r\nbut to prove how far a single person’s effort can go.\r\nI hope to meet partners, to be seen, to be supported —\r\nand maybe, just maybe, to bring this platform to the next stage.\r\n\r\nThis is a defining step in my life.\r\nThank you for giving me the chance to take it.\r\n\r\n我不是典型的創業者，也沒有富爸爸。我只是個一人獨立開發者，過去曾跌倒過、負債過，甚至賠上千萬。\r\n\r\n但我還在這裡，因為我還有一個家，一個支持我的家人與三個孩子。\r\n我沒有資本、沒有團隊，現在的公司也只是登記為商行。\r\n但我有熱情、有願景，還有好幾套我真正自己做出來的系統。\r\n\r\n我參與這次 COSCUP，不只是為了分享技術，更是希望能讓更多人看到一個人的努力是可以走多遠的。\r\n也希望能有機會遇見志同道合的夥伴、被看見、被投資、甚至讓這個平台有機會被帶上另一個舞台。\r\n\r\n這是我人生重要的一步。謝謝你們給我這個機會。"},"en":{"name":"Shawn","bio":"I’m not your typical startup founder, and I don’t have a wealthy background.\r\nI’m a solo developer — I’ve failed, I’ve been in debt, and I’ve even lost millions.\r\n\r\nBut I’m still here, because I have something even more valuable:\r\nA family who believes in me — my partner and our three children.\r\nI have no investors, no team, and my business is currently just a sole proprietorship.\r\nBut I have passion, I have a vision, and I have multiple working systems I built completely on my own.\r\n\r\nI’m participating in COSCUP not just to share my code,\r\nbut to prove how far a single person’s effort can go.\r\nI hope to meet partners, to be seen, to be supported —\r\nand maybe, just maybe, to bring this platform to the next stage.\r\n\r\nThis is a defining step in my life.\r\nThank you for giving me the chance to take it.\r\n\r\n我不是典型的創業者，也沒有富爸爸。我只是個一人獨立開發者，過去曾跌倒過、負債過，甚至賠上千萬。\r\n\r\n但我還在這裡，因為我還有一個家，一個支持我的家人與三個孩子。\r\n我沒有資本、沒有團隊，現在的公司也只是登記為商行。\r\n但我有熱情、有願景，還有好幾套我真正自己做出來的系統。\r\n\r\n我參與這次 COSCUP，不只是為了分享技術，更是希望能讓更多人看到一個人的努力是可以走多遠的。\r\n也希望能有機會遇見志同道合的夥伴、被看見、被投資、甚至讓這個平台有機會被帶上另一個舞台。\r\n\r\n這是我人生重要的一步。謝謝你們給我這個機會。"}},{"id":"RPKUWS","avatar":"https://pretalx.coscup.org/media/avatars/FB_IMG_1677866338769_rnd4rDd.jpg","zh":{"name":"Florence T.M. Ko 葛冬梅","bio":"葛冬梅（Florence T.M. Ko）為群牧開源管理顧問有限公司首席顧問，同時為台灣開源法律網絡 (Open Source Legal Network, Taiwan / OSLN.tw) 的共同發起人，專長在於解析自由開源授權條款內容。她將國際間自由開源授權相關的資源介紹到台灣，也舉辦過多場以自由開源授權為主題的重要活動。此外，她對創用 CC、開放資料、開源 AI 等公眾授權領域，也具有高度興趣。葛冬梅在 2005-2015 年間任職於中央研究院自由軟體鑄造場 (Open Source Software Foundry, OSSF)，曾擔任鑄造場電子報上「法律專欄」的編輯與固定撰稿人多年。葛冬梅進一步個人資訊請見： http://tw.linkedin.com/in/florencetmko\r\n\r\nFlorence T.M. Ko (葛冬梅) is the General Counsel at Herding Open Source Management Consultants Ltd., and the co-founder of the Open Source Legal Network, Taiwan (OSLN.tw). She specializes in interpreting and analyzing free and open source software (FOSS) licenses. Florence has played a key role in bringing international FOSS licensing resources to Taiwan and has organized numerous events focused on open source licensing. In addition to FOSS licensing, she is also deeply interested in other public licensing domains such as Creative Commons, open data, and open source AI. From 2005 to 2015, Florence worked at the Open Source Software Foundry (OSSF) of Academia Sinica, Taiwan, where she served for many years as the editor and writer of “Legal Column” on OSSF newsletter. For more details about Florence’s resume please see: http://tw.linkedin.com/in/florencetmko"},"en":{"name":"Florence T.M. Ko 葛冬梅","bio":"葛冬梅（Florence T.M. Ko）為群牧開源管理顧問有限公司首席顧問，同時為台灣開源法律網絡 (Open Source Legal Network, Taiwan / OSLN.tw) 的共同發起人，專長在於解析自由開源授權條款內容。她將國際間自由開源授權相關的資源介紹到台灣，也舉辦過多場以自由開源授權為主題的重要活動。此外，她對創用 CC、開放資料、開源 AI 等公眾授權領域，也具有高度興趣。葛冬梅在 2005-2015 年間任職於中央研究院自由軟體鑄造場 (Open Source Software Foundry, OSSF)，曾擔任鑄造場電子報上「法律專欄」的編輯與固定撰稿人多年。葛冬梅進一步個人資訊請見： http://tw.linkedin.com/in/florencetmko\r\n\r\nFlorence T.M. Ko (葛冬梅) is the General Counsel at Herding Open Source Management Consultants Ltd., and the co-founder of the Open Source Legal Network, Taiwan (OSLN.tw). She specializes in interpreting and analyzing free and open source software (FOSS) licenses. Florence has played a key role in bringing international FOSS licensing resources to Taiwan and has organized numerous events focused on open source licensing. In addition to FOSS licensing, she is also deeply interested in other public licensing domains such as Creative Commons, open data, and open source AI. From 2005 to 2015, Florence worked at the Open Source Software Foundry (OSSF) of Academia Sinica, Taiwan, where she served for many years as the editor and writer of “Legal Column” on OSSF newsletter. For more details about Florence’s resume please see: http://tw.linkedin.com/in/florencetmko"}},{"id":"EDMNJU","avatar":"https://pretalx.coscup.org/media/avatars/EDMNJU_lhNp0cK.png","zh":{"name":"Jie-Kai (Jay) Chang 張傑凱","bio":"Ray & KubeRay Contributor"},"en":{"name":"Jie-Kai (Jay) Chang 張傑凱","bio":"Ray & KubeRay Contributor"}},{"id":"ENGZXD","avatar":"https://pretalx.coscup.org/media/avatars/ENGZXD_o1vPZuC.jpg","zh":{"name":"Ann Cheng","bio":"Server Management engineering"},"en":{"name":"Ann Cheng","bio":"Server Management engineering"}},{"id":"9VAYYW","avatar":"https://pretalx.coscup.org/media/avatars/9VAYYW_L0Ou8HY.png","zh":{"name":"Anthony Fan","bio":"Senior Manager, Open Source Strategy, OSPO\r\nTPIsoftware\r\n\r\nAnthony Fan is a results-driven technology leader with deep expertise in API management, AI-driven digital transformation, and open source strategy. As Senior Manager of Open Source Strategy at TPIsoftware, he bridges technical excellence with business value, guiding enterprises through complex system integrations, platform modernization, and data-driven innovation.\r\n\r\nAnthony plays a critical role in shaping the go-to-market strategy for digiRunner, TPIsoftware’s API management and integration platform. With a strong foundation in technical storytelling, he regularly authors white papers, blog series, and strategic content that decode emerging trends—such as AI analytics, microservices architecture, and Retrieval-Augmented Generation (RAG)—for both developers and decision-makers alike.\r\n\r\nAt the Open Source Program Office (OSPO), Anthony leads the charge in promoting sustainable open source adoption and community-driven development. He empowers engineering teams to contribute to and build upon TPIsoftware's open technologies, driving collaboration across industries ranging from finance and healthcare to public sector and manufacturing.\r\n\r\nA champion of developer experience, Anthony focuses on building clear documentation, practical governance frameworks, and scalable AI-powered tools that accelerate software delivery without compromising security or quality. His cross-functional insights and future-forward mindset make him a trusted advisor to business leaders navigating digital acceleration."},"en":{"name":"Anthony Fan","bio":"Senior Manager, Open Source Strategy, OSPO\r\nTPIsoftware\r\n\r\nAnthony Fan is a results-driven technology leader with deep expertise in API management, AI-driven digital transformation, and open source strategy. As Senior Manager of Open Source Strategy at TPIsoftware, he bridges technical excellence with business value, guiding enterprises through complex system integrations, platform modernization, and data-driven innovation.\r\n\r\nAnthony plays a critical role in shaping the go-to-market strategy for digiRunner, TPIsoftware’s API management and integration platform. With a strong foundation in technical storytelling, he regularly authors white papers, blog series, and strategic content that decode emerging trends—such as AI analytics, microservices architecture, and Retrieval-Augmented Generation (RAG)—for both developers and decision-makers alike.\r\n\r\nAt the Open Source Program Office (OSPO), Anthony leads the charge in promoting sustainable open source adoption and community-driven development. He empowers engineering teams to contribute to and build upon TPIsoftware's open technologies, driving collaboration across industries ranging from finance and healthcare to public sector and manufacturing.\r\n\r\nA champion of developer experience, Anthony focuses on building clear documentation, practical governance frameworks, and scalable AI-powered tools that accelerate software delivery without compromising security or quality. His cross-functional insights and future-forward mindset make him a trusted advisor to business leaders navigating digital acceleration."}},{"id":"F3H3K3","avatar":"https://pretalx.coscup.org/media/avatars/F3H3K3_7C9clXn.png","zh":{"name":"Anthony Fu","bio":"狂熱的開源工程師。Vue、Nuxt 和 Vite 的核心團隊成員。Vitest、Slidev、VueUse、UnoCSS 的創作者。就職於 NuxtLabs。熱衷於開發者體驗（DX）、開發工具與開源生態\r\n\r\nA fanatical open sourceror. Core team member of Vue, Nuxt and Vite. Creator of Vitest, Slidev, VueUse, UnoCSS. Working at NuxtLabs. Passionate about DX, tooling, and the OSS ecosystem."},"en":{"name":"Anthony Fu","bio":"狂熱的開源工程師。Vue、Nuxt 和 Vite 的核心團隊成員。Vitest、Slidev、VueUse、UnoCSS 的創作者。就職於 NuxtLabs。熱衷於開發者體驗（DX）、開發工具與開源生態\r\n\r\nA fanatical open sourceror. Core team member of Vue, Nuxt and Vite. Creator of Vitest, Slidev, VueUse, UnoCSS. Working at NuxtLabs. Passionate about DX, tooling, and the OSS ecosystem."}},{"id":"SCBFAU","avatar":"https://pretalx.coscup.org/media/avatars/SCBFAU_YMrtkT1.JPEG","zh":{"name":"Yuning Liang","bio":"Yuning Liang is the Founder and CEO of DeepComputing, focusing on developing innovative technology products based on RISC-V SoMs. From the world's first RISC-V development laptop DC-ROMA to pads, workstations, remote-controlled cars, drones, and more, all are based on RISC-V chips.\r\nThe world's first RISC-V laptop, the world's first RISC-V pad capable of making phone calls, and so on, are all Yuning's masterpieces. Yuning's innovation and pioneering spirit in the RISC-V field have enabled him to create several world firsts, leading DeepComputing to gain widespread recognition in the global RISC-V product commercialization field, contributing significantly to the advancement and progress of RISC-V technology.\r\nYuning's career has taken him from the UK to Switzerland, then to South Korea, and finally to China. He has a strong practical background in embedded systems, platform APIs, and system software. In 2024, he was honored with the \"RISC-V Community Contributor Award\" and recognized as a \"Ubuntu Summit Contributor,\" further solidifying his influence in the technology sector, in 2025 invited as the world largest open source event FOSDEM RISC-V Track Presenter in advocating the mass adoption of RISC-V in open source community."},"en":{"name":"Yuning Liang","bio":"Yuning Liang is the Founder and CEO of DeepComputing, focusing on developing innovative technology products based on RISC-V SoMs. From the world's first RISC-V development laptop DC-ROMA to pads, workstations, remote-controlled cars, drones, and more, all are based on RISC-V chips.\r\nThe world's first RISC-V laptop, the world's first RISC-V pad capable of making phone calls, and so on, are all Yuning's masterpieces. Yuning's innovation and pioneering spirit in the RISC-V field have enabled him to create several world firsts, leading DeepComputing to gain widespread recognition in the global RISC-V product commercialization field, contributing significantly to the advancement and progress of RISC-V technology.\r\nYuning's career has taken him from the UK to Switzerland, then to South Korea, and finally to China. He has a strong practical background in embedded systems, platform APIs, and system software. In 2024, he was honored with the \"RISC-V Community Contributor Award\" and recognized as a \"Ubuntu Summit Contributor,\" further solidifying his influence in the technology sector, in 2025 invited as the world largest open source event FOSDEM RISC-V Track Presenter in advocating the mass adoption of RISC-V in open source community."}},{"id":"JLBWXM","avatar":"https://pretalx.coscup.org/media/avatars/JLBWXM_Jy0rqe5.jpg","zh":{"name":"Tim Ou","bio":"CS senior in NCKU. Blockchain & AI lover."},"en":{"name":"Tim Ou","bio":"CS senior in NCKU. Blockchain & AI lover."}},{"id":"WGV8UG","avatar":"https://pretalx.coscup.org/media/avatars/WGV8UG_165VF9w.jpg","zh":{"name":"王文岳 Allen Wang","bio":"Wikidata Taiwan 臺灣維基數據社群共同發起人\r\n\r\n過去曾任第一屆第一期立法院開放國會委員會民間委員、國家文化記憶庫：110-111年社群經營與運作模式建置計畫資訊技術協力、社團法人台灣維基媒體協會秘書長，曾共同主持有「客家@維基」資料多元應用專案以及執行李梅樹紀念館國家文化記憶庫專案「臺灣美術巨擘的最後一程—李梅樹告別式相關文物掃描」等資料開放專案。"},"en":{"name":"王文岳 Allen Wang","bio":"Wikidata Taiwan 臺灣維基數據社群共同發起人\r\n\r\n過去曾任第一屆第一期立法院開放國會委員會民間委員、國家文化記憶庫：110-111年社群經營與運作模式建置計畫資訊技術協力、社團法人台灣維基媒體協會秘書長，曾共同主持有「客家@維基」資料多元應用專案以及執行李梅樹紀念館國家文化記憶庫專案「臺灣美術巨擘的最後一程—李梅樹告別式相關文物掃描」等資料開放專案。"}},{"id":"8ZJLDB","avatar":"https://pretalx.coscup.org/media/avatars/187081070_3941801639245728_3091081883677897104_n_NYDos49.jpeg","zh":{"name":"Kuma Syu","bio":"你很少見過像 Kuma 這麼討厭 coding 的 RD。\r\n\r\n他堅持，只要滿足需求，能夠少寫 code 就少寫 code。因此致力於自動化測試與 Clean Code 精神的實踐。於此同時，品質不能犧牲。\r\n\r\n不擅長重複動作的 Kuma，對於維運，他追求的目標是極致自動化，能夠讓機器做的事就不自己做。他為追求更高的價值並減少浪費，只憑一股近乎信仰的熱忱，在組織內推動各種流程改善。\r\n\r\n做過 PO，做過 SM，也做過維運一條龍的 RD，到最後才發現，當什麼職位無所謂，追求價值才是重點。\r\n\r\n「敏捷精神，熱愛軟體工程」── 你可以這麼形容他。"},"en":{"name":"Kuma Syu","bio":"你很少見過像 Kuma 這麼討厭 coding 的 RD。\r\n\r\n他堅持，只要滿足需求，能夠少寫 code 就少寫 code。因此致力於自動化測試與 Clean Code 精神的實踐。於此同時，品質不能犧牲。\r\n\r\n不擅長重複動作的 Kuma，對於維運，他追求的目標是極致自動化，能夠讓機器做的事就不自己做。他為追求更高的價值並減少浪費，只憑一股近乎信仰的熱忱，在組織內推動各種流程改善。\r\n\r\n做過 PO，做過 SM，也做過維運一條龍的 RD，到最後才發現，當什麼職位無所謂，追求價值才是重點。\r\n\r\n「敏捷精神，熱愛軟體工程」── 你可以這麼形容他。"}},{"id":"NTFJDW","avatar":"https://pretalx.coscup.org/media/avatars/NTFJDW_MvIj1Rq.jpg","zh":{"name":"Franklin Weng","bio":"https://about.me/fweng322"},"en":{"name":"Franklin Weng","bio":"https://about.me/fweng322"}},{"id":"BZ3BC9","avatar":"https://pretalx.coscup.org/media/avatars/BZ3BC9_D47XpTP.jpg","zh":{"name":"Singing","bio":"平時在開放文化基金會（OCF）擔任執行長，休假時在開源社群擔任志工。\r\n\r\n從 MozTW 社群到 COSCUP 志工團隊，Singing 長期參與開源科技社群，喜好自由與分享的文化。因熱愛 Firefox 開源軟體與網路自由的理念，嘗試以非資訊人的角度認識開放源碼、資訊安全、社群經營。擁有參與社群超過 10 多年的經驗，擅長於開源社群經營文化分享，樂於在社群中串連各種網絡，推動開放文化的實踐。"},"en":{"name":"Singing","bio":"平時在開放文化基金會（OCF）擔任執行長，休假時在開源社群擔任志工。\r\n\r\n從 MozTW 社群到 COSCUP 志工團隊，Singing 長期參與開源科技社群，喜好自由與分享的文化。因熱愛 Firefox 開源軟體與網路自由的理念，嘗試以非資訊人的角度認識開放源碼、資訊安全、社群經營。擁有參與社群超過 10 多年的經驗，擅長於開源社群經營文化分享，樂於在社群中串連各種網絡，推動開放文化的實踐。"}},{"id":"SQDJRW","avatar":"https://pretalx.coscup.org/media/avatars/SQDJRW_SYDECtL.jpg","zh":{"name":"Bob Chao 趙柏強","bio":"支持開放文化的產品人。曾任工程師、體驗設計師、社群經理、產品總監，長期以各種身份（包括甜點師）參與 COSCUP。\r\n\r\n現在主要的生活元素是烘焙、閱讀、棒球、以及產品經理一對一嚮導。 \r\n\r\nhttps://stableprogress.com"},"en":{"name":"Bob Chao 趙柏強","bio":"支持開放文化的產品人。曾任工程師、體驗設計師、社群經理、產品總監，長期以各種身份（包括甜點師）參與 COSCUP。\r\n\r\n現在主要的生活元素是烘焙、閱讀、棒球、以及產品經理一對一嚮導。 \r\n\r\nhttps://stableprogress.com"}},{"id":"XQAW73","avatar":"https://pretalx.coscup.org/media/avatars/XQAW73_gKmTC0t.jpg","zh":{"name":"nfsnfs 陳立函","bio":"把咖啡因轉換成程式碼的資安領域軟體工程師。\r\nCOSCUP 長期志工。"},"en":{"name":"nfsnfs 陳立函","bio":"把咖啡因轉換成程式碼的資安領域軟體工程師。\r\nCOSCUP 長期志工。"}},{"id":"R8LHEE","avatar":"https://pretalx.coscup.org/media/avatars/%E6%9E%97%E6%97%85%E5%BC%BAApacheCon2023_Rwi1i0l.jpg","zh":{"name":"Richard 林旅強","bio":"Hi 我是 Richard / 強哥。\r\nCOSCUP 的老友，一位在開源世界打滾超過 16 年的傳教士與扛轎者。\r\n\r\n我的開源之旅，從擔任 COSCUP 志工、以及在中研院「自由軟體鑄造場」（OSSF）工作的日子開始。投身 COSCUP 的機緣，也讓我陰錯陽差踏上了一條西進之路，進入中國的開發者生態圈，曾擔任華為雲 AI 開發者生態負責人、以及零一萬物（01.AI）開源大模型生態負責人，工作重點就是把產業、技術和社群「喬」在一起。\r\n\r\n在社群方面，除了是 COSCUP 的老志工，我也曾在 2014 年共同創辦中國第一個加入 OSI 的「開源社」（注意，不是雞排店）。近年來關注即時互動技術和對話式 AI，並加入 RTE 開發者社區擔任轎班成員。\r\n\r\n現在，我創辦了 OpenQ Consultation，並擔任 OpenSeed 孵化器的合夥人，主要使命是服務和協助各種企業、AI 新創，甚至剛萌芽的專案，從零到一打造全球化的開源商業模式，讓更多好的技術和產品被世界看見。\r\n\r\n我曾翻譯過《開源項目成功之道》、《開發者關係：方法與實踐》，以及合著《藏智於民：開放政府資料的原則與現況》等書籍。平常也愛在臉書上分享各種好笑或有料的內容，歡迎 follow。\r\n\r\n(update: July, 2025)"},"en":{"name":"Richard 林旅強","bio":"Hi 我是 Richard / 強哥。\r\nCOSCUP 的老友，一位在開源世界打滾超過 16 年的傳教士與扛轎者。\r\n\r\n我的開源之旅，從擔任 COSCUP 志工、以及在中研院「自由軟體鑄造場」（OSSF）工作的日子開始。投身 COSCUP 的機緣，也讓我陰錯陽差踏上了一條西進之路，進入中國的開發者生態圈，曾擔任華為雲 AI 開發者生態負責人、以及零一萬物（01.AI）開源大模型生態負責人，工作重點就是把產業、技術和社群「喬」在一起。\r\n\r\n在社群方面，除了是 COSCUP 的老志工，我也曾在 2014 年共同創辦中國第一個加入 OSI 的「開源社」（注意，不是雞排店）。近年來關注即時互動技術和對話式 AI，並加入 RTE 開發者社區擔任轎班成員。\r\n\r\n現在，我創辦了 OpenQ Consultation，並擔任 OpenSeed 孵化器的合夥人，主要使命是服務和協助各種企業、AI 新創，甚至剛萌芽的專案，從零到一打造全球化的開源商業模式，讓更多好的技術和產品被世界看見。\r\n\r\n我曾翻譯過《開源項目成功之道》、《開發者關係：方法與實踐》，以及合著《藏智於民：開放政府資料的原則與現況》等書籍。平常也愛在臉書上分享各種好笑或有料的內容，歡迎 follow。\r\n\r\n(update: July, 2025)"}},{"id":"MD3YNH","avatar":"https://pretalx.coscup.org/media/avatars/MD3YNH_Z7qfLdI.JPG","zh":{"name":"Melanie","bio":"Hi, I am Melanie."},"en":{"name":"Melanie","bio":"Hi, I am Melanie."}},{"id":"8TWFFZ","avatar":null,"zh":{"name":"pingooo","bio":""},"en":{"name":"pingooo","bio":""}},{"id":"BLXV8K","avatar":"https://pretalx.coscup.org/media/avatars/BLXV8K_6lqxt0K.png","zh":{"name":"Aleksandr Kunin","bio":"Writing Ruby at work. Writing Ruby in my free time. Hotwire over React. \r\nShare DHH ideas on how to write software well.\r\nCreator of skyderby.io - like Strava but for skydivers and base jumpers."},"en":{"name":"Aleksandr Kunin","bio":"Writing Ruby at work. Writing Ruby in my free time. Hotwire over React. \r\nShare DHH ideas on how to write software well.\r\nCreator of skyderby.io - like Strava but for skydivers and base jumpers."}},{"id":"7TFCEC","avatar":"https://pretalx.coscup.org/media/avatars/JackHsu_1nCK1w8.png","zh":{"name":"Jack OmniXRI","bio":"Jack Hsu工作經驗超過三十年，技術領域橫跨機電光軟韌硬，主要專長機電整合、電腦視覺、人機互動、人工智慧、專利分析及新創輔導。目前擔任多家公司兼任技術顧問並積極推廣實境互動相關技術，並創辦歐尼克斯實境互動工作室(OmniXRI)、Facebook Edge AI Taiwan邊緣智能交流區。另擔任 Intel 創新大使及 Arm 開發者社群大使，積極推動 Edge AI & TinyML 生態圈。"},"en":{"name":"Jack OmniXRI","bio":"Jack Hsu工作經驗超過三十年，技術領域橫跨機電光軟韌硬，主要專長機電整合、電腦視覺、人機互動、人工智慧、專利分析及新創輔導。目前擔任多家公司兼任技術顧問並積極推廣實境互動相關技術，並創辦歐尼克斯實境互動工作室(OmniXRI)、Facebook Edge AI Taiwan邊緣智能交流區。另擔任 Intel 創新大使及 Arm 開發者社群大使，積極推動 Edge AI & TinyML 生態圈。"}},{"id":"YFWTUW","avatar":"https://pretalx.coscup.org/media/avatars/PXL_20210320_023758096.MP_ZOINVEy.jpg","zh":{"name":"Amanda Lam","bio":"As a Women Techmakers Hong Kong Ambassador and ProductTank Hong Kong Organizer, Amanda also co-hosts one of the most popular Cantonese tech podcasts, HKPUG Podcast for around 15 years. She manages digital products and platforms in Hong Kong Disneyland as her day job."},"en":{"name":"Amanda Lam","bio":"As a Women Techmakers Hong Kong Ambassador and ProductTank Hong Kong Organizer, Amanda also co-hosts one of the most popular Cantonese tech podcasts, HKPUG Podcast for around 15 years. She manages digital products and platforms in Hong Kong Disneyland as her day job."}},{"id":"UWWYLX","avatar":"https://pretalx.coscup.org/media/avatars/UWWYLX_0VumL91.png","zh":{"name":"rory","bio":"一個雜食軟體工程師"},"en":{"name":"rory","bio":"一個雜食軟體工程師"}},{"id":"VRWC3A","avatar":"https://pretalx.coscup.org/media/avatars/VRWC3A_pfIQA5k.png","zh":{"name":"doraeric","bio":"目前於奧義智慧科技擔任資安研究員，專注於網路安全領域。最近在玩新買的電腦 ヽ( ° ▽°)ノ"},"en":{"name":"doraeric","bio":"目前於奧義智慧科技擔任資安研究員，專注於網路安全領域。最近在玩新買的電腦 ヽ( ° ▽°)ノ"}},{"id":"N9LZVC","avatar":"https://pretalx.coscup.org/media/avatars/N9LZVC_yazbDsY.jpg","zh":{"name":"Lucien C.H. Lin 林誠夏","bio":"林誠夏 (Lucien C.H. Lin)，知識背景為科技法律，群牧開源管理顧問有限公司負責人。曾任職於中央研究院自由軟體鑄造場(OSSF Supports Software Freedom)從事公眾授權模式的研究，參與行政院國發會討論、訂立《政府資料開放授權條款-第1版》，主筆歐洲自由軟體基金會統籌之《自由開源軟體法律參考書台灣專章》，近年持續協助各界釐清Open Source、Open Data、CC授權、生成式AI賦權等智慧財產權、公眾授權應用，及採用倫理的問題。2018之後，擔任CC Taiwan Chapter主持人，並撥付工作之餘的心力，營建國內開源授權知識的分享網絡(Open Source Legal Network, Taiwan)，以穩固國內外開源管理跨界的協力發展。\r\n\r\nLucien C.H. Lin (林誠夏) holds a background in technology law and is the founder of Herding Open Source Management Consultants Ltd. He previously worked with the Open Source Software Foundry (OSSF) at Academia Sinica, conducting research on public licensing models. He also participated in the drafting and policy discussions led by Taiwan’s National Development Council for the release of the Taiwan Open Government Data License, Version 1.0. He served as the lead author of the Taiwan chapter in the International Free and Open Source Software Law Book, a project coordinated by the Free Software Foundation Europe.\r\n\r\nIn recent years, he has continued to assist stakeholders in navigating issues related to open source, open data, Creative Commons licensing, and the empowerment and ethical use of generative AI—particularly in the context of intellectual property and public licensing. Since 2018, he has served as the Lead of the Creative Commons Taiwan Chapter, and dedicates much of his spare effort to developing the Open Source Legal Network, Taiwan—a collaborative knowledge-sharing platform aimed at strengthening cross-sectoral growth in open licensing and compliance practices both domestically and internationally."},"en":{"name":"Lucien C.H. Lin 林誠夏","bio":"林誠夏 (Lucien C.H. Lin)，知識背景為科技法律，群牧開源管理顧問有限公司負責人。曾任職於中央研究院自由軟體鑄造場(OSSF Supports Software Freedom)從事公眾授權模式的研究，參與行政院國發會討論、訂立《政府資料開放授權條款-第1版》，主筆歐洲自由軟體基金會統籌之《自由開源軟體法律參考書台灣專章》，近年持續協助各界釐清Open Source、Open Data、CC授權、生成式AI賦權等智慧財產權、公眾授權應用，及採用倫理的問題。2018之後，擔任CC Taiwan Chapter主持人，並撥付工作之餘的心力，營建國內開源授權知識的分享網絡(Open Source Legal Network, Taiwan)，以穩固國內外開源管理跨界的協力發展。\r\n\r\nLucien C.H. Lin (林誠夏) holds a background in technology law and is the founder of Herding Open Source Management Consultants Ltd. He previously worked with the Open Source Software Foundry (OSSF) at Academia Sinica, conducting research on public licensing models. He also participated in the drafting and policy discussions led by Taiwan’s National Development Council for the release of the Taiwan Open Government Data License, Version 1.0. He served as the lead author of the Taiwan chapter in the International Free and Open Source Software Law Book, a project coordinated by the Free Software Foundation Europe.\r\n\r\nIn recent years, he has continued to assist stakeholders in navigating issues related to open source, open data, Creative Commons licensing, and the empowerment and ethical use of generative AI—particularly in the context of intellectual property and public licensing. Since 2018, he has served as the Lead of the Creative Commons Taiwan Chapter, and dedicates much of his spare effort to developing the Open Source Legal Network, Taiwan—a collaborative knowledge-sharing platform aimed at strengthening cross-sectoral growth in open licensing and compliance practices both domestically and internationally."}},{"id":"7C89L7","avatar":"https://pretalx.coscup.org/media/avatars/7C89L7_K8mwVIB.jpg","zh":{"name":"Kazuaki TANAKA","bio":"Core developer of mruby and mruby/c Associate Professor, Kyushu Institute of Technology Embedded Systems and IoT Researcher In particular, I am actively involved in industrial applications of mruby/c."},"en":{"name":"Kazuaki TANAKA","bio":"Core developer of mruby and mruby/c Associate Professor, Kyushu Institute of Technology Embedded Systems and IoT Researcher In particular, I am actively involved in industrial applications of mruby/c."}},{"id":"N37GTD","avatar":"https://pretalx.coscup.org/media/avatars/N37GTD_NTiDlYD.jpeg","zh":{"name":"Calpa Liu","bio":"Calpa is a full-stack developer, writer, and active open-source contributor based in Taiwan and Hong Kong. He focuses on frontend frameworks (Vue, React), Python tooling, and Web3 infrastructure.\r\nHe has authored over 250 technical blog posts and builds tools that blend performance, developer experience, and creativity—such as markdown-based blogs, data visualization dashboards, and AI-assisted editors.\r\nCalpa is passionate about sharing his knowledge through public speaking, weekly tech events, and daily writing challenges. He believes that the future of development lies in personal tooling, open platforms, and transparent collaboration."},"en":{"name":"Calpa Liu","bio":"Calpa is a full-stack developer, writer, and active open-source contributor based in Taiwan and Hong Kong. He focuses on frontend frameworks (Vue, React), Python tooling, and Web3 infrastructure.\r\nHe has authored over 250 technical blog posts and builds tools that blend performance, developer experience, and creativity—such as markdown-based blogs, data visualization dashboards, and AI-assisted editors.\r\nCalpa is passionate about sharing his knowledge through public speaking, weekly tech events, and daily writing challenges. He believes that the future of development lies in personal tooling, open platforms, and transparent collaboration."}},{"id":"9WQRQB","avatar":"https://pretalx.coscup.org/media/avatars/9WQRQB_iZlIlbP.jpg","zh":{"name":"陳庭毓 Chen Ting Yu","bio":"環境正義基金會的氣候專案主任\r\n\r\n-會計系畢業，但大半職涯都在NGO服務，推動環境保護、動物保護、野生動物保育相關政策倡議。\r\n-曾任農委會實驗動物查核外部委員、動物展演營運計劃書專家委員\r\n-有滿腔熱血對抗不正義且樂於交流想法\r\n\r\nClimate Campaigner at Environmental Justice Foundation\r\nI have an accounting background but have spent half of my career in NGOs, focusing on policy advocacy for environmental protection, animal protection, and wildlife conservation.\r\n-Served as an external member of the Experimental Animal Inspection of the Council of Agriculture, and as an expert of reviewing the Animal Exhibition Operation Plan.\r\n-I am passionate about fighting injustice and happy to share ideas."},"en":{"name":"陳庭毓 Chen Ting Yu","bio":"環境正義基金會的氣候專案主任\r\n\r\n-會計系畢業，但大半職涯都在NGO服務，推動環境保護、動物保護、野生動物保育相關政策倡議。\r\n-曾任農委會實驗動物查核外部委員、動物展演營運計劃書專家委員\r\n-有滿腔熱血對抗不正義且樂於交流想法\r\n\r\nClimate Campaigner at Environmental Justice Foundation\r\nI have an accounting background but have spent half of my career in NGOs, focusing on policy advocacy for environmental protection, animal protection, and wildlife conservation.\r\n-Served as an external member of the Experimental Animal Inspection of the Council of Agriculture, and as an expert of reviewing the Animal Exhibition Operation Plan.\r\n-I am passionate about fighting injustice and happy to share ideas."}},{"id":"P9XWZ9","avatar":"https://pretalx.coscup.org/media/avatars/P9XWZ9_YrzOlG3.jpg","zh":{"name":"Zoe Steinkamp","bio":"I’m Zoe Steinkamp, a Developer Advocate at ClickHouse, with a strong foundation in front-end software engineering. My mission is to empower developers by enhancing their experience with ClickHouse’s high-performance database and real-time analytics capabilities. I also have a growing interest in data science. In my spare time, I love to travel and tend to my garden. Let’s connect on LinkedIn—I’m eager to exchange insights and knowledge at both virtual and in-person events!"},"en":{"name":"Zoe Steinkamp","bio":"I’m Zoe Steinkamp, a Developer Advocate at ClickHouse, with a strong foundation in front-end software engineering. My mission is to empower developers by enhancing their experience with ClickHouse’s high-performance database and real-time analytics capabilities. I also have a growing interest in data science. In my spare time, I love to travel and tend to my garden. Let’s connect on LinkedIn—I’m eager to exchange insights and knowledge at both virtual and in-person events!"}},{"id":"7X3VTY","avatar":"https://pretalx.coscup.org/media/avatars/7X3VTY_WQNz8SV.png","zh":{"name":"Erica Lin","bio":"台灣科技大學資管系大三，喜歡研究新技術和系統架構的後端開發者。"},"en":{"name":"Erica Lin","bio":"台灣科技大學資管系大三，喜歡研究新技術和系統架構的後端開發者。"}},{"id":"AL3FUN","avatar":"https://pretalx.coscup.org/media/avatars/AL3FUN_zY3uO36.jpg","zh":{"name":"JackyLin","bio":"* 金融業資料庫管理員，深耕資料團隊十年。\r\n* 資料庫效能瓶頸現場的第一線消防員。\r\n* MinIO（非結構化儲存）與 Neo4j（圖形資料庫），挑戰資料平台新邊界。\r\n* 擁抱開源，持續分享我們在企業環境中活用開源工具的真實經驗！"},"en":{"name":"JackyLin","bio":"* 金融業資料庫管理員，深耕資料團隊十年。\r\n* 資料庫效能瓶頸現場的第一線消防員。\r\n* MinIO（非結構化儲存）與 Neo4j（圖形資料庫），挑戰資料平台新邊界。\r\n* 擁抱開源，持續分享我們在企業環境中活用開源工具的真實經驗！"}},{"id":"LLRXH8","avatar":"https://pretalx.coscup.org/media/avatars/LLRXH8_plddBQd.jpg","zh":{"name":"Ryo Kajiwara","bio":"A wild (freelance) programmer. I can do cryptography and authentication/authorization a little."},"en":{"name":"Ryo Kajiwara","bio":"A wild (freelance) programmer. I can do cryptography and authentication/authorization a little."}},{"id":"38HVTF","avatar":"https://pretalx.coscup.org/media/avatars/38HVTF_ObuovuD.jpg","zh":{"name":"西山雄大 Yudai Nishiyama","bio":"Engineer, creator, and sociologist.\r\nRooted in Kansai region of Japan, living in Tokyo.\r\nWorking for a startup in Kyoto, developing a screenshot app Gyazo.\r\nThe author of a programming book 『TECHNICAL MASTER はじめてのTypeScript エンジニア入門編』.\r\nThe creator and core committer of OSS plugins around Gyazo."},"en":{"name":"西山雄大 Yudai Nishiyama","bio":"Engineer, creator, and sociologist.\r\nRooted in Kansai region of Japan, living in Tokyo.\r\nWorking for a startup in Kyoto, developing a screenshot app Gyazo.\r\nThe author of a programming book 『TECHNICAL MASTER はじめてのTypeScript エンジニア入門編』.\r\nThe creator and core committer of OSS plugins around Gyazo."}},{"id":"QP7KLA","avatar":"https://pretalx.coscup.org/media/avatars/QP7KLA_5D0aPKb.jpg","zh":{"name":"Hiroshi Miura","bio":"Lead developer of the OmegaT project. Thirty years of experience in free, libre, and open-source software development, including contributions to the Linux kernel, Samba, and taking the maintainer of the py7zr Python library, aqtinstall utility, and more.\r\nAlso, the representative director of OpenStreetMap Foundation Japan, and editor and translator of WeeklyOSM."},"en":{"name":"Hiroshi Miura","bio":"Lead developer of the OmegaT project. Thirty years of experience in free, libre, and open-source software development, including contributions to the Linux kernel, Samba, and taking the maintainer of the py7zr Python library, aqtinstall utility, and more.\r\nAlso, the representative director of OpenStreetMap Foundation Japan, and editor and translator of WeeklyOSM."}},{"id":"WPHKCW","avatar":"https://pretalx.coscup.org/media/avatars/WPHKCW_PuWyij2.jpg","zh":{"name":"Andrey Novikov","bio":"Backend Engineer at Evil Martians\r\n\r\nSoftware developer with a passion for building and deploying solid Ruby applications that, you know, actually work in production.\r\n\r\nI love to use and build open source software: have authored multiple Ruby gems, tutorials and examples, a contributor to various libraries and tools, and a speaker and habitue of Ruby conferences.\r\n\r\nI currently live in Osaka, Japan with my family and enjoy riding a moped."},"en":{"name":"Andrey Novikov","bio":"Backend Engineer at Evil Martians\r\n\r\nSoftware developer with a passion for building and deploying solid Ruby applications that, you know, actually work in production.\r\n\r\nI love to use and build open source software: have authored multiple Ruby gems, tutorials and examples, a contributor to various libraries and tools, and a speaker and habitue of Ruby conferences.\r\n\r\nI currently live in Osaka, Japan with my family and enjoy riding a moped."}},{"id":"9G7V9L","avatar":"https://pretalx.coscup.org/media/avatars/9G7V9L_3P4FcLd.webp","zh":{"name":"CC Wang","bio":"A MS graduate at NTHU CS department. He has got BS in CS from NCTU. Now, he interests in researching and developing high performance blockchain infrastructures and zkp related topics."},"en":{"name":"CC Wang","bio":"A MS graduate at NTHU CS department. He has got BS in CS from NCTU. Now, he interests in researching and developing high performance blockchain infrastructures and zkp related topics."}},{"id":"LPWBDH","avatar":"https://pretalx.coscup.org/media/avatars/arale_aFEeuz9.jpg","zh":{"name":"張友謙","bio":"已經在Coscup的Postgresql TW 講好幾年了."},"en":{"name":"張友謙","bio":"已經在Coscup的Postgresql TW 講好幾年了."}},{"id":"MTGUNX","avatar":"https://pretalx.coscup.org/media/avatars/MTGUNX_NONqgIr.jpeg","zh":{"name":"Yudai Takada","bio":"Ruby committer. A committer of [Lrama](https://github.com/ruby/lrama) LALR parser generator. Co-Founder of [Kyobashi.rb](https://kyobashirb.connpass.com/)."},"en":{"name":"Yudai Takada","bio":"Ruby committer. A committer of [Lrama](https://github.com/ruby/lrama) LALR parser generator. Co-Founder of [Kyobashi.rb](https://kyobashirb.connpass.com/)."}},{"id":"7MYTDY","avatar":"https://pretalx.coscup.org/media/avatars/7MYTDY_bhMwlqz.jpg","zh":{"name":"蔡秀吉（@thc1006）","bio":"Currently serving in the Department of Neurology at Taipei City Hospital, Yangming Branch, with research expertise in Cloud-Native B5G/6G O-RAN automation and AI/ML workflows in O-RAN. I am also an alumnus of the Google Responsible AI Innovation Fellowship."},"en":{"name":"蔡秀吉（@thc1006）","bio":"Currently serving in the Department of Neurology at Taipei City Hospital, Yangming Branch, with research expertise in Cloud-Native B5G/6G O-RAN automation and AI/ML workflows in O-RAN. I am also an alumnus of the Google Responsible AI Innovation Fellowship."}},{"id":"Y9NX3L","avatar":"https://pretalx.coscup.org/media/avatars/Y9NX3L_dGVxkvt.jpg","zh":{"name":"Vincent55","bio":"Vincent55 是一隻即將前往交大碩零的魟魚，成大資安社創社幹部兼 B33F 50UP 戰隊隊長。\r\n\r\n以學習資訊的各種領域為樂趣，並且近期在資安領域有較多著墨，目前任職於 DEVCORE 擔任紅隊實習生，目前育有一隻熊熊🐻，請多指教喔。\r\n\r\n[https://vincent55.tw](https://www.youtube.com/watch?v=dQw4w9WgXcQ)"},"en":{"name":"Vincent55","bio":"Vincent55 是一隻即將前往交大碩零的魟魚，成大資安社創社幹部兼 B33F 50UP 戰隊隊長。\r\n\r\n以學習資訊的各種領域為樂趣，並且近期在資安領域有較多著墨，目前任職於 DEVCORE 擔任紅隊實習生，目前育有一隻熊熊🐻，請多指教喔。\r\n\r\n[https://vincent55.tw](https://www.youtube.com/watch?v=dQw4w9WgXcQ)"}},{"id":"MDSM7S","avatar":"https://pretalx.coscup.org/media/avatars/MDSM7S_H206KFM.jpg","zh":{"name":"ShallowFeather","bio":"目前就讀於中山大學 資工系 也在 TeamT5 擔任 Intern\r\n主要研究 Windows Kernel 安全 以及 遊戲外掛相關技術\r\n同時也玩點逆向 CTF"},"en":{"name":"ShallowFeather","bio":"目前就讀於中山大學 資工系 也在 TeamT5 擔任 Intern\r\n主要研究 Windows Kernel 安全 以及 遊戲外掛相關技術\r\n同時也玩點逆向 CTF"}},{"id":"MBWGEV","avatar":"https://pretalx.coscup.org/media/avatars/MBWGEV_Vo70b09.jpg","zh":{"name":"Ching","bio":"臺灣知名資安戰隊 星爆牛炒竹狐 隊長\r\n\r\n曾帶領團隊榮獲 HITCON CTF 2024 FINAL 臺灣之星獎\r\n\r\n橫掃臺灣各大資安競賽獎項\r\n\r\nhttps://ching367436.me"},"en":{"name":"Ching","bio":"臺灣知名資安戰隊 星爆牛炒竹狐 隊長\r\n\r\n曾帶領團隊榮獲 HITCON CTF 2024 FINAL 臺灣之星獎\r\n\r\n橫掃臺灣各大資安競賽獎項\r\n\r\nhttps://ching367436.me"}},{"id":"DLBWBK","avatar":"https://pretalx.coscup.org/media/avatars/DLBWBK_1cYJgte.png","zh":{"name":"Richard Lyu","bio":"Richard Lyu 是 SUSE Labs 的 EFI 開發者，專門從事 edk2/OVMF 及機密運算的開發與研究，同時也是 UEFI Forum 的成員。他畢業於國立陽明交通大學，擁有深厚的低層系統背景，擅長原始碼分析與追蹤。Richard Lyu 曾受邀至國立清華大學的高等 Unix 程式設計課程擔任講者， 也曾至 FOSDEM 2025 、CYBERSEC 2025 發表研究。他熱衷於參與技術社群，曾擔任 HITCON Enterprise 2024 副總召集人，以及 HITCON Training 2023 總召集人。"},"en":{"name":"Richard Lyu","bio":"Richard Lyu 是 SUSE Labs 的 EFI 開發者，專門從事 edk2/OVMF 及機密運算的開發與研究，同時也是 UEFI Forum 的成員。他畢業於國立陽明交通大學，擁有深厚的低層系統背景，擅長原始碼分析與追蹤。Richard Lyu 曾受邀至國立清華大學的高等 Unix 程式設計課程擔任講者， 也曾至 FOSDEM 2025 、CYBERSEC 2025 發表研究。他熱衷於參與技術社群，曾擔任 HITCON Enterprise 2024 副總召集人，以及 HITCON Training 2023 總召集人。"}},{"id":"TFCCPH","avatar":"https://pretalx.coscup.org/media/avatars/TFCCPH_vSlfIfa.png","zh":{"name":"Max Shen","bio":"不務正業ㄉ電機大四生，喜歡開發開源專案。\r\n\r\n- GitHub: https://github.com/m4xshen\r\n- Threads: https://threads.com/@m4xshen.dev"},"en":{"name":"Max Shen","bio":"不務正業ㄉ電機大四生，喜歡開發開源專案。\r\n\r\n- GitHub: https://github.com/m4xshen\r\n- Threads: https://threads.com/@m4xshen.dev"}},{"id":"QZB8JT","avatar":"https://pretalx.coscup.org/media/avatars/QZB8JT_Z2XaPq0.jpg","zh":{"name":"林子軒","bio":"林子軒博士目前為國立中央大學土木系教授兼學校副總務長。2011年於國立交通大學土木工程系取得博士學歷。畢業後即至中興工程顧問社服務，擔任副研究員一職；並於2016年10月獲科技部國外博士後獎學金，至美國UC Berkeley擔任博士後訪問學者，2018年2月進入中央大學服務。在交大碩士班期間同時修讀資訊管理輔所，而博班期間則雙主修電機與控制工程研究所，取得電控碩士學位。林子軒教授具跨域整合研究能力，主要研究重點為應用智慧機器人 、TinyML、AIoT於土木工程智慧檢監測與營建工程之自動化等議題上。"},"en":{"name":"林子軒","bio":"林子軒博士目前為國立中央大學土木系教授兼學校副總務長。2011年於國立交通大學土木工程系取得博士學歷。畢業後即至中興工程顧問社服務，擔任副研究員一職；並於2016年10月獲科技部國外博士後獎學金，至美國UC Berkeley擔任博士後訪問學者，2018年2月進入中央大學服務。在交大碩士班期間同時修讀資訊管理輔所，而博班期間則雙主修電機與控制工程研究所，取得電控碩士學位。林子軒教授具跨域整合研究能力，主要研究重點為應用智慧機器人 、TinyML、AIoT於土木工程智慧檢監測與營建工程之自動化等議題上。"}},{"id":"YLF8PE","avatar":"https://pretalx.coscup.org/media/avatars/YLF8PE_EemCdHF.jpg","zh":{"name":"David Peng","bio":"Product Manager/Ex-Engineering Lead at Dipp.\r\n\r\nA product builder passionate about the JavaScript ecosystem and Svelte.\r\nDeveloped a semiconductor tool simulation system at Applied Materials, used by over 8,000 engineers worldwide, and received the President's Quality Award in 2022.\r\n\r\nX: https://x.com/davipon\r\nBluesky: https://bsky.app/profile/davipon.bsky.social\r\nLinkedin: https://www.linkedin.com/in/wei-che-peng-83bb15142/"},"en":{"name":"David Peng","bio":"Product Manager/Ex-Engineering Lead at Dipp.\r\n\r\nA product builder passionate about the JavaScript ecosystem and Svelte.\r\nDeveloped a semiconductor tool simulation system at Applied Materials, used by over 8,000 engineers worldwide, and received the President's Quality Award in 2022.\r\n\r\nX: https://x.com/davipon\r\nBluesky: https://bsky.app/profile/davipon.bsky.social\r\nLinkedin: https://www.linkedin.com/in/wei-che-peng-83bb15142/"}},{"id":"SARZCL","avatar":"https://pretalx.coscup.org/media/avatars/SARZCL_iQUh1nH.jpg","zh":{"name":"Phil Chen (兔田建設)","bio":"HA↗HA↘HA↗HA↘HA↗HA↘HA↗HA↘"},"en":{"name":"Phil Chen (兔田建設)","bio":"HA↗HA↘HA↗HA↘HA↗HA↘HA↗HA↘"}},{"id":"RKGMLX","avatar":"https://pretalx.coscup.org/media/avatars/RKGMLX_ugwyvtL.jpg","zh":{"name":"OKURA Masafumi","bio":"Masafumi is a software developer based in Tokyo, Japan. He has been working on Ruby and Rails projects for over a decade. He maintains several gems and organizes a tech conference called Kaigi on Rails. He gave a talk at RubyConf Tw 2023 and a few other international conferences."},"en":{"name":"OKURA Masafumi","bio":"Masafumi is a software developer based in Tokyo, Japan. He has been working on Ruby and Rails projects for over a decade. He maintains several gems and organizes a tech conference called Kaigi on Rails. He gave a talk at RubyConf Tw 2023 and a few other international conferences."}},{"id":"VPLF3Y","avatar":"https://pretalx.coscup.org/media/avatars/VPLF3Y_mO2da9U.webp","zh":{"name":"Alan Ang","bio":"Hello there! My name is Alan Ang, Senior Partner Manager (Wikidata) at Wikimedia Deutschland. As a partner manager within the Software Communication team in the software development department at Wikimedia Deutschland, I work on data partnerships related to Wikidata and Wikibase. The data partnerships team works with a range of institutions from the GLAM (galleries, libraries, archives and museums), science, research and government sectors. We talk to partners about setting up their own Wikibase instance or contributing to Wikidata. We are also the point of contact for commercial partners in their linked open data projects with Wikidata and Wikibase.\r\n\r\nPrior to joining Wikimedia Deutschland, I was the Advisor to the Prime Minister of the Kyrgyz Republic (pro-bono) from 2019-2020."},"en":{"name":"Alan Ang","bio":"Hello there! My name is Alan Ang, Senior Partner Manager (Wikidata) at Wikimedia Deutschland. As a partner manager within the Software Communication team in the software development department at Wikimedia Deutschland, I work on data partnerships related to Wikidata and Wikibase. The data partnerships team works with a range of institutions from the GLAM (galleries, libraries, archives and museums), science, research and government sectors. We talk to partners about setting up their own Wikibase instance or contributing to Wikidata. We are also the point of contact for commercial partners in their linked open data projects with Wikidata and Wikibase.\r\n\r\nPrior to joining Wikimedia Deutschland, I was the Advisor to the Prime Minister of the Kyrgyz Republic (pro-bono) from 2019-2020."}},{"id":"L3F7JN","avatar":"https://pretalx.coscup.org/media/avatars/30195-big_1_glgxwdJ.jpg","zh":{"name":"planetoid","bio":"工程師"},"en":{"name":"planetoid","bio":"工程師"}},{"id":"FXYWRK","avatar":"https://pretalx.coscup.org/media/avatars/FXYWRK_g1dtDHm.jpg","zh":{"name":"Daniel Tzou","bio":"鄒雨笙，臺大電資院生醫電子資訊所碩士，於2025年畢業。我對探索系統底層及 3D 電腦視覺應用懷抱高度熱忱，碩士論文專注於 3D 人臉手術模擬軟體的研發。工作於 A-TOP 生技，參與三維臉模型醫美系統的開發。精通 C/C++, Python, MATLAB, Simulink 並積極應用於 3D 電腦視覺、機器學習、嵌入式系統專案。"},"en":{"name":"Daniel Tzou","bio":"鄒雨笙，臺大電資院生醫電子資訊所碩士，於2025年畢業。我對探索系統底層及 3D 電腦視覺應用懷抱高度熱忱，碩士論文專注於 3D 人臉手術模擬軟體的研發。工作於 A-TOP 生技，參與三維臉模型醫美系統的開發。精通 C/C++, Python, MATLAB, Simulink 並積極應用於 3D 電腦視覺、機器學習、嵌入式系統專案。"}},{"id":"LEFUDE","avatar":"https://pretalx.coscup.org/media/avatars/LEFUDE_MLhsYO0.png","zh":{"name":"John Ho 何重義","bio":"John Ho is a passionate mindfulness advocate and tech veteran with over 25 years of experience in customer experience (CX) leadership at companies like Microsoft and VMware. For the past 5+ years, he has shared insights from his personal mindfulness ritual practice through weekly meditative walk posts on LinkedIn, inspiring a global audience.  John blends CX wisdoms with learnings from his urban nature walks to help individuals reconnect with their authentic selves—especially vital in today’s fast-moving, AI-driven world.  John is also inspired to build a global mindfulness community where people can come together and exchange mindfulness best practices and resources. https://www.linkedin.com/in/johnho/\r\n\r\n何重義 是一位充滿熱情的正念倡導者，同時也是一位技術資深人士，在微軟和 VMware 等公司擁有超過 25 年的客戶體驗 (CX) 領導經驗。過去五年多來，他透過每週在領英 (LinkedIn) 上發布冥想散步帖子，分享個人正念儀式實踐的感悟，激勵著全球受眾。 John 將客戶體驗智慧與城市自然漫步的學習成果相結合，幫助人們重新找回真實的自我——這在當今快速發展的人工智慧驅動型世界中尤其重要。 John 也致力於建立一個全球正念社區，讓人們聚集在一起，交流正念的最佳實踐和資源。"},"en":{"name":"John Ho 何重義","bio":"John Ho is a passionate mindfulness advocate and tech veteran with over 25 years of experience in customer experience (CX) leadership at companies like Microsoft and VMware. For the past 5+ years, he has shared insights from his personal mindfulness ritual practice through weekly meditative walk posts on LinkedIn, inspiring a global audience.  John blends CX wisdoms with learnings from his urban nature walks to help individuals reconnect with their authentic selves—especially vital in today’s fast-moving, AI-driven world.  John is also inspired to build a global mindfulness community where people can come together and exchange mindfulness best practices and resources. https://www.linkedin.com/in/johnho/\r\n\r\n何重義 是一位充滿熱情的正念倡導者，同時也是一位技術資深人士，在微軟和 VMware 等公司擁有超過 25 年的客戶體驗 (CX) 領導經驗。過去五年多來，他透過每週在領英 (LinkedIn) 上發布冥想散步帖子，分享個人正念儀式實踐的感悟，激勵著全球受眾。 John 將客戶體驗智慧與城市自然漫步的學習成果相結合，幫助人們重新找回真實的自我——這在當今快速發展的人工智慧驅動型世界中尤其重要。 John 也致力於建立一個全球正念社區，讓人們聚集在一起，交流正念的最佳實踐和資源。"}},{"id":"TQLEEE","avatar":"https://pretalx.coscup.org/media/avatars/TQLEEE_QKpedpn.jpg","zh":{"name":"Jessie.D Chang 聊心茶室媽媽桑","bio":"Hi, I’m Jessie, founder of HealYou, an online therapy platform for Mandarin speakers. I’ve worked in product development for over a decade, and I started HealYou while also dealing with my own depression. We’re building a platform to make it easier—and less intimidating—for people to try therapy and take care of their mental health.\r\n-\r\n\r\nLinkedin https://www.linkedin.com/in/taofang-chang/\r\nHealYou 聊心茶室：www.healyou.io"},"en":{"name":"Jessie.D Chang 聊心茶室媽媽桑","bio":"Hi, I’m Jessie, founder of HealYou, an online therapy platform for Mandarin speakers. I’ve worked in product development for over a decade, and I started HealYou while also dealing with my own depression. We’re building a platform to make it easier—and less intimidating—for people to try therapy and take care of their mental health.\r\n-\r\n\r\nLinkedin https://www.linkedin.com/in/taofang-chang/\r\nHealYou 聊心茶室：www.healyou.io"}},{"id":"PNL8KT","avatar":"https://pretalx.coscup.org/media/avatars/PNL8KT_DMMa5qa.jpg","zh":{"name":"Joanna Chen陳芸緻","bio":"Joanna曾任職於外商公司，因長期過度緊繃而經歷身心失調，也因此踏上正念練習旅程。有感於正念對自己身心健康的幫助，2023年後離開職場，開始透過正念講座、工作坊分享正念，深刻理解上班族在高壓環境中常面臨的焦慮、比較與自我懷疑，以自身轉化的經驗，結合專業正念訓練，帶領課程風格溫暖真誠，特別能共感職場人士的內在掙扎，引導學員在忙碌中找回平靜、專注與身心的平衡。\r\n\r\n現為台灣正念工坊企業講師、正念減壓(MBSR)認證師資，曾合作機構包括：肯德基、必勝客、三商餐飲集團、光寶科技、圓展科技、正文科技、91 App、Hahow 、Newegg台灣新蛋、費森尤斯醫藥、台灣Puma、國泰世華銀行正念社團、國防部…等。"},"en":{"name":"Joanna Chen陳芸緻","bio":"Joanna曾任職於外商公司，因長期過度緊繃而經歷身心失調，也因此踏上正念練習旅程。有感於正念對自己身心健康的幫助，2023年後離開職場，開始透過正念講座、工作坊分享正念，深刻理解上班族在高壓環境中常面臨的焦慮、比較與自我懷疑，以自身轉化的經驗，結合專業正念訓練，帶領課程風格溫暖真誠，特別能共感職場人士的內在掙扎，引導學員在忙碌中找回平靜、專注與身心的平衡。\r\n\r\n現為台灣正念工坊企業講師、正念減壓(MBSR)認證師資，曾合作機構包括：肯德基、必勝客、三商餐飲集團、光寶科技、圓展科技、正文科技、91 App、Hahow 、Newegg台灣新蛋、費森尤斯醫藥、台灣Puma、國泰世華銀行正念社團、國防部…等。"}},{"id":"WVJLCD","avatar":"https://pretalx.coscup.org/media/avatars/WVJLCD_pvPC0XO.jpg","zh":{"name":"Bernice Chai","bio":"蔡碧瑜，Newfound Life《怒放生活》創辦人｜個人成長｜健康管理師\r\n專注身心整合 × 情緒覺察 × 自我突破\r\n提供服務｜一對一陪伴｜小型體驗工作坊｜團體探索課程\r\n核心專長｜關係動力梳理｜內在卡點釐清｜自我覺察與重建\r\n帶領對象｜30～55歲專業人士｜經歷轉職、情感低潮、家庭壓力者\r\n目前持續進修心理相關專業，致力於用科學與溫度兼具的方式，幫助人們重啟與自己和生活的連結。\r\n\r\nBernice Chai｜Founder of Newfound Life｜Personal Growth Facilitator｜Certified Health & Wellness Consultant\r\nFocus｜Mind–Body Integration｜Emotional Awareness｜Self-Renewal\r\nServices｜Individual Sessions｜Introspective Workshops｜Small Group Exploration\r\nSpecialties｜Relational Clarity｜Mental Roadblock Mapping｜Inner Awareness & Reset\r\nClients｜Aged 30–55｜Professionals navigating career transitions, emotional fatigue, or family challenges\r\nCurrently pursuing further studies in psychology-related fields, Bernice blends structured tools with grounded empathy—helping individuals realign with themselves and reclaim agency in both health and life."},"en":{"name":"Bernice Chai","bio":"蔡碧瑜，Newfound Life《怒放生活》創辦人｜個人成長｜健康管理師\r\n專注身心整合 × 情緒覺察 × 自我突破\r\n提供服務｜一對一陪伴｜小型體驗工作坊｜團體探索課程\r\n核心專長｜關係動力梳理｜內在卡點釐清｜自我覺察與重建\r\n帶領對象｜30～55歲專業人士｜經歷轉職、情感低潮、家庭壓力者\r\n目前持續進修心理相關專業，致力於用科學與溫度兼具的方式，幫助人們重啟與自己和生活的連結。\r\n\r\nBernice Chai｜Founder of Newfound Life｜Personal Growth Facilitator｜Certified Health & Wellness Consultant\r\nFocus｜Mind–Body Integration｜Emotional Awareness｜Self-Renewal\r\nServices｜Individual Sessions｜Introspective Workshops｜Small Group Exploration\r\nSpecialties｜Relational Clarity｜Mental Roadblock Mapping｜Inner Awareness & Reset\r\nClients｜Aged 30–55｜Professionals navigating career transitions, emotional fatigue, or family challenges\r\nCurrently pursuing further studies in psychology-related fields, Bernice blends structured tools with grounded empathy—helping individuals realign with themselves and reclaim agency in both health and life."}},{"id":"REB9UB","avatar":"https://pretalx.coscup.org/media/avatars/REB9UB_4ya4gfT.jpeg","zh":{"name":"徐一瑄（Stephy Hsu）","bio":"美國註冊藝術治療師（ATR-BC）、紐約州創意藝術治療師（LCAT）\r\n紐約藝術治療學會 公關主席\r\n\r\n徐一瑄（Stephy Hsu）是美國註冊藝術治療師（ATR-BC, LCAT）與臨床心理學研究員，擁有矯正機構、產後心理照護及國際社區等多元藝術治療經驗，擅長結合藝術、心理學與靈性實踐以促進情感療癒。她曾於西奈山醫院及哈佛附屬機構參與心理健康研究，現任紐約藝術治療學會公關主席。"},"en":{"name":"徐一瑄（Stephy Hsu）","bio":"美國註冊藝術治療師（ATR-BC）、紐約州創意藝術治療師（LCAT）\r\n紐約藝術治療學會 公關主席\r\n\r\n徐一瑄（Stephy Hsu）是美國註冊藝術治療師（ATR-BC, LCAT）與臨床心理學研究員，擁有矯正機構、產後心理照護及國際社區等多元藝術治療經驗，擅長結合藝術、心理學與靈性實踐以促進情感療癒。她曾於西奈山醫院及哈佛附屬機構參與心理健康研究，現任紐約藝術治療學會公關主席。"}},{"id":"B7B7ZY","avatar":"https://pretalx.coscup.org/media/avatars/B7B7ZY_oOIJ5bE.JPG","zh":{"name":"劉哲佑 Zhe-You ( Jason ) Liu","bio":"GitHub: https://github.com/jason810496\r\nLinkedIn: https://linkedin.com/in/zhe-you-liu\r\n\r\nApache Airflow Committer | Junior CSIE Student from Taiwan\r\n\r\nI’m Zhe-You ( Jason ) Liu, a junior majoring in CSIE from Taiwan. I’m passionate about contributing to Apache Airflow and interested in backend distributed systems, data engineering.\r\n\r\n---\r\n\r\nApache Airflow Committer | Appier Data Backend Intern | 成大資工大三\r\n我是劉哲佑 ( Jason )，目前專注於貢獻 Apache Airflow 也對分散式系統、Data Engineering 有興趣 ！"},"en":{"name":"劉哲佑 Zhe-You ( Jason ) Liu","bio":"GitHub: https://github.com/jason810496\r\nLinkedIn: https://linkedin.com/in/zhe-you-liu\r\n\r\nApache Airflow Committer | Junior CSIE Student from Taiwan\r\n\r\nI’m Zhe-You ( Jason ) Liu, a junior majoring in CSIE from Taiwan. I’m passionate about contributing to Apache Airflow and interested in backend distributed systems, data engineering.\r\n\r\n---\r\n\r\nApache Airflow Committer | Appier Data Backend Intern | 成大資工大三\r\n我是劉哲佑 ( Jason )，目前專注於貢獻 Apache Airflow 也對分散式系統、Data Engineering 有興趣 ！"}},{"id":"HYFL8V","avatar":"https://pretalx.coscup.org/media/avatars/HYFL8V_sxOeSeN.png","zh":{"name":"Mitsuya Shibata","bio":"Mitsuya is a software engineer working in Japan, developing embedded devices and network devices while also contributing to FLOSS development. He is also a member of the Ubuntu Japanese Local Community Team and writes regular columns and articles related to Ubuntu for numerous IT magazines and technical websites."},"en":{"name":"Mitsuya Shibata","bio":"Mitsuya is a software engineer working in Japan, developing embedded devices and network devices while also contributing to FLOSS development. He is also a member of the Ubuntu Japanese Local Community Team and writes regular columns and articles related to Ubuntu for numerous IT magazines and technical websites."}},{"id":"KRN3BV","avatar":"https://pretalx.coscup.org/media/avatars/KRN3BV_PFgoi8k.jpg","zh":{"name":"Kan (Koala)","bio":"您好，我目前是一名計算機背景的研究生，研究領域主要聚焦於聯邦學習、醫療影像分割與隱私保護技術。我致力於開發能兼顧精度與隱私的 AI 模型，並善用開源工具與公共數據集實現可重現的研究。\r\n\r\n同時，我也在製造業公司實習，參與基於工業影像的品質檢測系統開發，將學術研究中的 AI 模型應用於實際產線環境。期望未來能持續在醫療與工業領域中推動可信賴的 AI ，並透過開源社群與更多開發者交流、成長。\r\n\r\nHi! I'm currently a graduate student with a background in computer science. My research focuses on federated learning, medical image segmentation, and privacy-preserving machine learning. I’m passionate about building reproducible AI systems using open-source tools and public datasets, especially for privacy-aware healthcare applications.\r\n\r\nAlongside my academic research, I’m also interning in the manufacturing industry, working on industrial image-based quality inspection systems. I'm interested in bridging academic AI with real-world deployment in both healthcare and industrial settings. Looking forward to connecting with more developers and researchers in the open-source community!"},"en":{"name":"Kan (Koala)","bio":"您好，我目前是一名計算機背景的研究生，研究領域主要聚焦於聯邦學習、醫療影像分割與隱私保護技術。我致力於開發能兼顧精度與隱私的 AI 模型，並善用開源工具與公共數據集實現可重現的研究。\r\n\r\n同時，我也在製造業公司實習，參與基於工業影像的品質檢測系統開發，將學術研究中的 AI 模型應用於實際產線環境。期望未來能持續在醫療與工業領域中推動可信賴的 AI ，並透過開源社群與更多開發者交流、成長。\r\n\r\nHi! I'm currently a graduate student with a background in computer science. My research focuses on federated learning, medical image segmentation, and privacy-preserving machine learning. I’m passionate about building reproducible AI systems using open-source tools and public datasets, especially for privacy-aware healthcare applications.\r\n\r\nAlongside my academic research, I’m also interning in the manufacturing industry, working on industrial image-based quality inspection systems. I'm interested in bridging academic AI with real-world deployment in both healthcare and industrial settings. Looking forward to connecting with more developers and researchers in the open-source community!"}},{"id":"QNNRF9","avatar":"https://pretalx.coscup.org/media/avatars/o8b6ba70f2e88f77f716acfa2daaba7cb_4620693218541250049_211120_Sm4JGP3.jpg","zh":{"name":"陳毅","bio":"現任微軟 MVP、作家、開源專案維護者、大學兼任講師與軟體工程師。"},"en":{"name":"陳毅","bio":"現任微軟 MVP、作家、開源專案維護者、大學兼任講師與軟體工程師。"}},{"id":"Y7RQNN","avatar":"https://pretalx.coscup.org/media/avatars/Y7RQNN_yfs6wHX.jpeg","zh":{"name":"Thomas Leong","bio":"Thomas Leong is a Senior Software Engineer at ExpressVPN, specializing in secure network protocols. He plays a key role in developing and maintaining the Lightway VPN protocol, working across both client and server components. His expertise spans a wide range of platforms, including iOS, Android, Windows, macOS, Linux. Thomas is passionate about privacy-focused engineering and building robust, cross-platform solutions at scale."},"en":{"name":"Thomas Leong","bio":"Thomas Leong is a Senior Software Engineer at ExpressVPN, specializing in secure network protocols. He plays a key role in developing and maintaining the Lightway VPN protocol, working across both client and server components. His expertise spans a wide range of platforms, including iOS, Android, Windows, macOS, Linux. Thomas is passionate about privacy-focused engineering and building robust, cross-platform solutions at scale."}},{"id":"Y7LFZB","avatar":"https://pretalx.coscup.org/media/avatars/Y7LFZB_5cpSbEG.png","zh":{"name":"郭鎭頴 (ChenYing Kuo)","bio":"熱愛開源技術的工程師，主要專注在機器人和自駕車領域，最喜歡的程式語言是 Rust。\r\n目前擔任 ADLINK 在 Autoware Foundation 的技術代表，以及在 ZettaScale 整合通訊技術到機器人和自駕車的開源框架中。\r\n\r\nAn engineer passionate about open-source technology, primarily focused on robotics and autonomous vehicles.\r\nCurrently serves as ADLINK's technical representative at the Autoware Foundation and works at ZettaScale to integrate communication technologies into open-source frameworks for robotics and autonomous driving."},"en":{"name":"郭鎭頴 (ChenYing Kuo)","bio":"熱愛開源技術的工程師，主要專注在機器人和自駕車領域，最喜歡的程式語言是 Rust。\r\n目前擔任 ADLINK 在 Autoware Foundation 的技術代表，以及在 ZettaScale 整合通訊技術到機器人和自駕車的開源框架中。\r\n\r\nAn engineer passionate about open-source technology, primarily focused on robotics and autonomous vehicles.\r\nCurrently serves as ADLINK's technical representative at the Autoware Foundation and works at ZettaScale to integrate communication technologies into open-source frameworks for robotics and autonomous driving."}},{"id":"88NGQB","avatar":"https://pretalx.coscup.org/media/avatars/unnamed_nHTj2PJ.png","zh":{"name":"wiasliaw","bio":"- Blockchain Engineer"},"en":{"name":"wiasliaw","bio":"- Blockchain Engineer"}},{"id":"UGFXVA","avatar":"https://pretalx.coscup.org/media/avatars/UGFXVA_Xk4b8Qr.jpg","zh":{"name":"林瑋鍾","bio":"林瑋鍾 (Wei-chung Lin) 為社團法人中華歐度研究會創會常務監事及現任監事，並且為2023-2024兩年度全球CSM全球頂尖敏捷CEO大獎得主。曾多次於國內外的論壇發表和講師授課，包含在印尼舉辦的管理會計師國際線上年會分享有關如何使用Odoo系統和ESG轉型的關鍵成功因素。並在政治大學、中山大學、輔仁大學專題分享永續轉型策略與Odoo數位轉型相關主題。\r\n\r\n擅長結合 Odoo 模組實現數據即時蒐集、分析與報告，協助企業達到碳排放計算和符合ESG 法規要求，並推動永續策略轉型。\r\n\r\nWei-chung Lin is a founding executive supervisor and current supervisor of the Chinese Odoo Research Association. He has delivered talks and lectures at both domestic and international forums, including presenting at the International Online Annual Conference of Management Accountants in Indonesia, where he shared key success factors for ESG transformation using the Odoo system. He has also presented on sustainability transformation and digital transformation with Odoo at National Chengchi University, National Sun Yat-sen University, and Fu Jen Catholic University. Additionally, he is the recipient of the CSM Global Top Agile CEO Award for 2023-2024."},"en":{"name":"林瑋鍾","bio":"林瑋鍾 (Wei-chung Lin) 為社團法人中華歐度研究會創會常務監事及現任監事，並且為2023-2024兩年度全球CSM全球頂尖敏捷CEO大獎得主。曾多次於國內外的論壇發表和講師授課，包含在印尼舉辦的管理會計師國際線上年會分享有關如何使用Odoo系統和ESG轉型的關鍵成功因素。並在政治大學、中山大學、輔仁大學專題分享永續轉型策略與Odoo數位轉型相關主題。\r\n\r\n擅長結合 Odoo 模組實現數據即時蒐集、分析與報告，協助企業達到碳排放計算和符合ESG 法規要求，並推動永續策略轉型。\r\n\r\nWei-chung Lin is a founding executive supervisor and current supervisor of the Chinese Odoo Research Association. He has delivered talks and lectures at both domestic and international forums, including presenting at the International Online Annual Conference of Management Accountants in Indonesia, where he shared key success factors for ESG transformation using the Odoo system. He has also presented on sustainability transformation and digital transformation with Odoo at National Chengchi University, National Sun Yat-sen University, and Fu Jen Catholic University. Additionally, he is the recipient of the CSM Global Top Agile CEO Award for 2023-2024."}},{"id":"UYQJHU","avatar":"https://pretalx.coscup.org/media/avatars/UYQJHU_x3RaPOt.png","zh":{"name":"謝宗穎 Silas Xie","bio":"實務上的 Web Full Stack 開發經驗，熟悉 PHP、JavaScript 及 Python 程式開發，對開發\r\n流程優化有高度興趣，熟悉自動化測試，以及持續整合，技術團隊管理者，喜好吸收\r\n新知並且樂於在任何場合進行分享。"},"en":{"name":"謝宗穎 Silas Xie","bio":"實務上的 Web Full Stack 開發經驗，熟悉 PHP、JavaScript 及 Python 程式開發，對開發\r\n流程優化有高度興趣，熟悉自動化測試，以及持續整合，技術團隊管理者，喜好吸收\r\n新知並且樂於在任何場合進行分享。"}},{"id":"DNDPW3","avatar":"https://pretalx.coscup.org/media/avatars/avatar_XbFavMH.jpeg","zh":{"name":"Shung-Hsi Yu","bio":""},"en":{"name":"Shung-Hsi Yu","bio":""}},{"id":"MGJEN7","avatar":"https://pretalx.coscup.org/media/avatars/MGJEN7_jZFwU0H.jpg","zh":{"name":"Matt Venn","bio":"Hi, I’m Matt Venn!\r\n\r\nMatthew Venn is a science & technology communicator and electronic engineer. He brings 20 years of engineering experience to create excellent and innovative learning experiences for people all over the world.\r\n\r\nI have helped people like you to tape out on all 5 Google/Efabless shuttles. I can teach you how to design chips and how to get them made!"},"en":{"name":"Matt Venn","bio":"Hi, I’m Matt Venn!\r\n\r\nMatthew Venn is a science & technology communicator and electronic engineer. He brings 20 years of engineering experience to create excellent and innovative learning experiences for people all over the world.\r\n\r\nI have helped people like you to tape out on all 5 Google/Efabless shuttles. I can teach you how to design chips and how to get them made!"}},{"id":"UYHLGR","avatar":"https://pretalx.coscup.org/media/avatars/14102639_1479201508772294_5303962666240288224_n_Kcje0hN.jpg","zh":{"name":"林博仁 Buo-ren Lin","bio":"臺灣自由暨開源軟體在地化社群成員\r\n\r\nMember of Taiwan F.O.S.S. Localization(L10N) Community"},"en":{"name":"林博仁 Buo-ren Lin","bio":"臺灣自由暨開源軟體在地化社群成員\r\n\r\nMember of Taiwan F.O.S.S. Localization(L10N) Community"}},{"id":"VPEJ3S","avatar":"https://pretalx.coscup.org/media/avatars/VPEJ3S_WSxzucb.png","zh":{"name":"YD","bio":"我是 YD，一個主程式碼、副石頭獵人。\r\n我曾在趨勢科技擔任後端工程師，也在台積電當過 SRE 工程師。我的日常多是與後端系統、雲原生技術和開源專案打交道，主力語言是 Go——沒錯，就是那個有點固執、但效率爆表的語言。\r\n工作之外，我喜歡騎著腳踏車在城市邊緣騎行或者上山下海尋找靈感，口袋裡還可能裝著剛撿到的一顆有趣的石頭。沒錯，我收集石頭，這不是 bug 是 feature。自認是個 I 人，不吵不鬧，靜靜地 code、靜靜地想，也靜靜地 build。\r\n如果你喜歡跟一個能跟你討論 microservice 架構，同時也可以告訴你哪種化石最漂亮($$)的工程師聊天，那可能我們會聊得很來。"},"en":{"name":"YD","bio":"我是 YD，一個主程式碼、副石頭獵人。\r\n我曾在趨勢科技擔任後端工程師，也在台積電當過 SRE 工程師。我的日常多是與後端系統、雲原生技術和開源專案打交道，主力語言是 Go——沒錯，就是那個有點固執、但效率爆表的語言。\r\n工作之外，我喜歡騎著腳踏車在城市邊緣騎行或者上山下海尋找靈感，口袋裡還可能裝著剛撿到的一顆有趣的石頭。沒錯，我收集石頭，這不是 bug 是 feature。自認是個 I 人，不吵不鬧，靜靜地 code、靜靜地想，也靜靜地 build。\r\n如果你喜歡跟一個能跟你討論 microservice 架構，同時也可以告訴你哪種化石最漂亮($$)的工程師聊天，那可能我們會聊得很來。"}},{"id":"AXJLVH","avatar":"https://pretalx.coscup.org/media/avatars/AXJLVH_yMfAXVD.jpg","zh":{"name":"Vysakh Premkumar","bio":"**Vysakh Premkumar** is a DevOps Engineer at [Open Healthcare Network (OHC Network)](https://ohc.network/), based in Kochi, Kerala, India. He is actively involved in the Free and Open Source Software (FOSS) movement in Kerala and has contributed to multiple organizations, including [Kochi FOSS](https://kochifoss.org), [FOSSCell NITC](https://www.fosscell.org/), [Wikimedians of Kerala](https://wikimediakerala.in/), and [OpenStreetMap (OSM) Kerala](https://kerala.openstreetmap.in/).\r\n\r\nVysakh has shared his insights as a speaker at several notable conferences:\r\n\r\n- **India FOSS 2024** in [Bangalore](https://fossunited.org/c/indiafoss/indiafoss24/cfp/25ohcrgvk7).\r\n- **openSUSE Asia Summit 2024** in [Tokyo](https://events.opensuse.org/conferences/oSAS24/program/proposals/4824).\r\n- **Kochi FOSS** in Kochi.\r\n\r\nCurrently, he is involved in [Prav](https://prav.app/), a community cooperative instant messaging platform, and other similar FOSS initiatives."},"en":{"name":"Vysakh Premkumar","bio":"**Vysakh Premkumar** is a DevOps Engineer at [Open Healthcare Network (OHC Network)](https://ohc.network/), based in Kochi, Kerala, India. He is actively involved in the Free and Open Source Software (FOSS) movement in Kerala and has contributed to multiple organizations, including [Kochi FOSS](https://kochifoss.org), [FOSSCell NITC](https://www.fosscell.org/), [Wikimedians of Kerala](https://wikimediakerala.in/), and [OpenStreetMap (OSM) Kerala](https://kerala.openstreetmap.in/).\r\n\r\nVysakh has shared his insights as a speaker at several notable conferences:\r\n\r\n- **India FOSS 2024** in [Bangalore](https://fossunited.org/c/indiafoss/indiafoss24/cfp/25ohcrgvk7).\r\n- **openSUSE Asia Summit 2024** in [Tokyo](https://events.opensuse.org/conferences/oSAS24/program/proposals/4824).\r\n- **Kochi FOSS** in Kochi.\r\n\r\nCurrently, he is involved in [Prav](https://prav.app/), a community cooperative instant messaging platform, and other similar FOSS initiatives."}},{"id":"S7BNMZ","avatar":"https://pretalx.coscup.org/media/avatars/S7BNMZ_F4vYGpX.svg","zh":{"name":"台灣維基媒體協會","bio":"維基媒體基金會在台分會，推廣維基媒體運動及開放知識。"},"en":{"name":"台灣維基媒體協會","bio":"維基媒體基金會在台分會，推廣維基媒體運動及開放知識。"}},{"id":"PPCWYN","avatar":"https://pretalx.coscup.org/media/avatars/KIMG0548_GCqGfFG.JPG","zh":{"name":"Naruhiko Ogasawara","bio":"Naruhiko Ogasawara is an open source enthusiast from Japan, with a particular interest in desktop environments and the applications that run on them.\r\nProfessionally, he works at a Japanese security vendor, where he is involved in static analysis of source code, diagnostics for systems utilizing generative AI, promotion of DevSecOps, and the use of SBOMs."},"en":{"name":"Naruhiko Ogasawara","bio":"Naruhiko Ogasawara is an open source enthusiast from Japan, with a particular interest in desktop environments and the applications that run on them.\r\nProfessionally, he works at a Japanese security vendor, where he is involved in static analysis of source code, diagnostics for systems utilizing generative AI, promotion of DevSecOps, and the use of SBOMs."}},{"id":"JSDAMZ","avatar":"https://pretalx.coscup.org/media/avatars/JSDAMZ_9pxv1IR.jpg","zh":{"name":"Collin Richards","bio":"Collin Richards is a Taiwan-based software engineer. He has worked on trading systems and network security devices in Rust and C. He is currently looking for work opportunities which allow him to continue using Rust professionally."},"en":{"name":"Collin Richards","bio":"Collin Richards is a Taiwan-based software engineer. He has worked on trading systems and network security devices in Rust and C. He is currently looking for work opportunities which allow him to continue using Rust professionally."}},{"id":"QWPXYT","avatar":"https://pretalx.coscup.org/media/avatars/QWPXYT_scenBbt.jpg","zh":{"name":"Mandy","bio":"Start a case as odoo beginner"},"en":{"name":"Mandy","bio":"Start a case as odoo beginner"}},{"id":"NZKHDX","avatar":"https://pretalx.coscup.org/media/avatars/NZKHDX_OgEvOiR.png","zh":{"name":"John Tao","bio":"哈囉，我是 John Tao，有7年以上全端開發經驗的工程師，專注於現代化企業應用的設計與實作。\r\n\r\n我熱衷於探索前端框架趨勢、知識管理系統及 AI 應用整合，同時也是極簡主義與開源文化的愛好者。技術面，以 React, ASP.NET 前後端的技術棧為主，過去我曾做過物流系統全端架構開發、重新設計企業入口網站以及實作 RPA 解決方案。作為一個技術人，我的職涯目標是參與開發全球化產品、貢獻開源社群，並分享技術知識。目前我正研究 Odoo、Astro 等開源技術，期待能在這次論壇上與各位分享我的經驗和見解。\r\n\r\nGitHub: github.com/johntao\r\n個人部落格: johntao.github.io/blog-2024/"},"en":{"name":"John Tao","bio":"哈囉，我是 John Tao，有7年以上全端開發經驗的工程師，專注於現代化企業應用的設計與實作。\r\n\r\n我熱衷於探索前端框架趨勢、知識管理系統及 AI 應用整合，同時也是極簡主義與開源文化的愛好者。技術面，以 React, ASP.NET 前後端的技術棧為主，過去我曾做過物流系統全端架構開發、重新設計企業入口網站以及實作 RPA 解決方案。作為一個技術人，我的職涯目標是參與開發全球化產品、貢獻開源社群，並分享技術知識。目前我正研究 Odoo、Astro 等開源技術，期待能在這次論壇上與各位分享我的經驗和見解。\r\n\r\nGitHub: github.com/johntao\r\n個人部落格: johntao.github.io/blog-2024/"}},{"id":"PTAP9F","avatar":"https://pretalx.coscup.org/media/avatars/PTAP9F_HWctosK.JPG","zh":{"name":"Jonathan Mok","bio":"Jonathan leads Canonical’s silicon partnerships across the Asia-Pacific region, where he drives collaborative product roadmaps and innovative go-to-market strategies with leading\r\n\r\nsemiconductor companies. Focused on delivering enterprise-grade open source solutions from edge to cloud, Jonathan works to streamline adoption and accelerate time to market for partners and customers alike. He plays a pivotal role in shaping the APAC RISC-V ecosystem, fostering collaboration among IP vendors, SoC designers, hardware manufacturers, and the open source community to advance Ubuntu adoption and unlock the full potential of RISC-V architectures."},"en":{"name":"Jonathan Mok","bio":"Jonathan leads Canonical’s silicon partnerships across the Asia-Pacific region, where he drives collaborative product roadmaps and innovative go-to-market strategies with leading\r\n\r\nsemiconductor companies. Focused on delivering enterprise-grade open source solutions from edge to cloud, Jonathan works to streamline adoption and accelerate time to market for partners and customers alike. He plays a pivotal role in shaping the APAC RISC-V ecosystem, fostering collaboration among IP vendors, SoC designers, hardware manufacturers, and the open source community to advance Ubuntu adoption and unlock the full potential of RISC-V architectures."}},{"id":"N3XEJY","avatar":"https://pretalx.coscup.org/media/avatars/N3XEJY_HmCmXxW.png","zh":{"name":"Cliff Chew Kuo Ting","bio":"I am a data analyst with more than 10 years of professional data and analytics experience. Currently, I am working as a Lead Data Analyst in a Singapore tech company, where I drive data-driven initiatives across the entire organisation. With my background in social sciences ( Economics ), I believe my unique perspective that bridges tech and social sciences can help me create more holistic analytics solutions for our societies."},"en":{"name":"Cliff Chew Kuo Ting","bio":"I am a data analyst with more than 10 years of professional data and analytics experience. Currently, I am working as a Lead Data Analyst in a Singapore tech company, where I drive data-driven initiatives across the entire organisation. With my background in social sciences ( Economics ), I believe my unique perspective that bridges tech and social sciences can help me create more holistic analytics solutions for our societies."}},{"id":"YQGVHJ","avatar":"https://pretalx.coscup.org/media/avatars/YQGVHJ_p8Gewzl.jpeg","zh":{"name":"Samuel Williams","bio":"Samuel Williams is the creator of Falcon and Async, and a longtime contributor to Ruby’s concurrency and performance ecosystem. He works on production systems at scale and maintains several libraries that push Ruby forward into the world of non-blocking I/O and real-time web applications."},"en":{"name":"Samuel Williams","bio":"Samuel Williams is the creator of Falcon and Async, and a longtime contributor to Ruby’s concurrency and performance ecosystem. He works on production systems at scale and maintains several libraries that push Ruby forward into the world of non-blocking I/O and real-time web applications."}},{"id":"VFNFLM","avatar":"https://pretalx.coscup.org/media/avatars/VFNFLM_ymo84U6.jpg","zh":{"name":"TOKITA Hiroshi","bio":"TOKITA Hiroshi has been working at Fujitsu as an embedded systems developer for 20 years.\r\nHe mainly has knowledge of in-vehicle Linux, especially in the infotainment area.\r\nHe is also involved in the Japanese translation of KiCad, and is involved in development and writing activities spanning open source, software, and hardware.\r\nIn recent years, he has been active as a member of the Zephyr project and as a co-maintainer of Raspberry Pi Pico and GD32."},"en":{"name":"TOKITA Hiroshi","bio":"TOKITA Hiroshi has been working at Fujitsu as an embedded systems developer for 20 years.\r\nHe mainly has knowledge of in-vehicle Linux, especially in the infotainment area.\r\nHe is also involved in the Japanese translation of KiCad, and is involved in development and writing activities spanning open source, software, and hardware.\r\nIn recent years, he has been active as a member of the Zephyr project and as a co-maintainer of Raspberry Pi Pico and GD32."}},{"id":"DABWAQ","avatar":null,"zh":{"name":"Andy Cheng","bio":""},"en":{"name":"Andy Cheng","bio":""}},{"id":"AXBUYJ","avatar":"https://pretalx.coscup.org/media/avatars/AXBUYJ_ODnirjj.jpeg","zh":{"name":"Stream 大河","bio":"A software engineer, also an indie hacker, focusing on build B2C SaaS products and sustainable business."},"en":{"name":"Stream 大河","bio":"A software engineer, also an indie hacker, focusing on build B2C SaaS products and sustainable business."}},{"id":"KWSYWJ","avatar":"https://pretalx.coscup.org/media/avatars/KWSYWJ_sh4wHup.jpg","zh":{"name":"Tommy Han","bio":"## 自我介紹\r\n你好，我是湯米。\r\n本職是 APP 軟體工程師 (iOS + Android)，在大學年代開始接觸開源軟體及開發。\r\n在工餘時間是香港不同科技社群的主持 (Python User Group HK, Codeaholics)，有空的時候會做一些 Swift/Kotlin 相關的興趣開發/研究。 \r\n熱愛攝影，會在不同科技社群活動擔任攝影師。\r\n\r\nHello, this is Tommy from Hong Kong. \r\nMy current Job is Mobile Engineer, mainly on iOS and Android Native, do know some cross-platform stuff. \r\nMy first time in open-source and open-source development was in my Year 1 at the University. \r\nApart from my work, I am also a host of different technical communities (Python User Group HK, OSHK, Codeaholic), to get developers/programmers/engineers together and meet up. \r\nI might do some hobby development and proposal/feature study about Swift/Kotlin during my extra time. \r\nLoves Photography, been the photo guy in different technical and non-technical events."},"en":{"name":"Tommy Han","bio":"## 自我介紹\r\n你好，我是湯米。\r\n本職是 APP 軟體工程師 (iOS + Android)，在大學年代開始接觸開源軟體及開發。\r\n在工餘時間是香港不同科技社群的主持 (Python User Group HK, Codeaholics)，有空的時候會做一些 Swift/Kotlin 相關的興趣開發/研究。 \r\n熱愛攝影，會在不同科技社群活動擔任攝影師。\r\n\r\nHello, this is Tommy from Hong Kong. \r\nMy current Job is Mobile Engineer, mainly on iOS and Android Native, do know some cross-platform stuff. \r\nMy first time in open-source and open-source development was in my Year 1 at the University. \r\nApart from my work, I am also a host of different technical communities (Python User Group HK, OSHK, Codeaholic), to get developers/programmers/engineers together and meet up. \r\nI might do some hobby development and proposal/feature study about Swift/Kotlin during my extra time. \r\nLoves Photography, been the photo guy in different technical and non-technical events."}},{"id":"GR3DVX","avatar":"https://pretalx.coscup.org/media/avatars/GR3DVX_sFRPeR5.jpg","zh":{"name":"Paul Harriet Asiñero","bio":"Paul has been consistently coaching Django Girls CDO workshops, empowering women to be involved in technology for many years. He is passionate about promoting Free and Open Source technologies. He has been working for more than half a decade in the IT industry focusing on the area of Web Development. His recent working experience involved companies that create open-source solutions.\r\n\r\nWebsite: https://harriebird.xyz/\r\nGitHub: https://github.com/harriebird"},"en":{"name":"Paul Harriet Asiñero","bio":"Paul has been consistently coaching Django Girls CDO workshops, empowering women to be involved in technology for many years. He is passionate about promoting Free and Open Source technologies. He has been working for more than half a decade in the IT industry focusing on the area of Web Development. His recent working experience involved companies that create open-source solutions.\r\n\r\nWebsite: https://harriebird.xyz/\r\nGitHub: https://github.com/harriebird"}},{"id":"RYWZJ9","avatar":"https://pretalx.coscup.org/media/avatars/avatar_x7oV99M.png","zh":{"name":"Mac Taylor","bio":"I am currently a member of the COSCUP 2025 program team, where I focus on building connections with international communities and coordinating speaker exchange programs. Professionally, I am a backend engineer working with Java, Golang, Rust, Python, and Elixir. I enjoy devising creative and innovative solutions to solve problems, particularly in my professional work. I have been actively involved in both open source and local tech communities for many years. Build the community, operations, and long-term community development, helping to foster collaboration and knowledge-sharing among developers."},"en":{"name":"Mac Taylor","bio":"I am currently a member of the COSCUP 2025 program team, where I focus on building connections with international communities and coordinating speaker exchange programs. Professionally, I am a backend engineer working with Java, Golang, Rust, Python, and Elixir. I enjoy devising creative and innovative solutions to solve problems, particularly in my professional work. I have been actively involved in both open source and local tech communities for many years. Build the community, operations, and long-term community development, helping to foster collaboration and knowledge-sharing among developers."}},{"id":"DGDUL9","avatar":"https://pretalx.coscup.org/media/avatars/IMG_4984_hpwDKzg.jpg","zh":{"name":"FKT","bio":"您好我是 FKT\r\n目前在 AWS 擔任 Intern 也是台灣科技大學資訊管理系碩一\r\n曾經負責過COSCUP 2023 與 2024 的 COSCUP SITCON X GDSC X OpenEDU 學生軌\r\n也是 2024 SITCON Camp 課活組組員，是黑客松、闖關活動、開源精神短講的負責人\r\n參與過許多社群也有不同技能的專案開發經驗，除硬實力之外領導與專案管理類型的軟實力也有許多經驗"},"en":{"name":"FKT","bio":"您好我是 FKT\r\n目前在 AWS 擔任 Intern 也是台灣科技大學資訊管理系碩一\r\n曾經負責過COSCUP 2023 與 2024 的 COSCUP SITCON X GDSC X OpenEDU 學生軌\r\n也是 2024 SITCON Camp 課活組組員，是黑客松、闖關活動、開源精神短講的負責人\r\n參與過許多社群也有不同技能的專案開發經驗，除硬實力之外領導與專案管理類型的軟實力也有許多經驗"}},{"id":"PHECEE","avatar":null,"zh":{"name":"Legolas Tyrael Lada","bio":""},"en":{"name":"Legolas Tyrael Lada","bio":""}},{"id":"8L8PGD","avatar":"https://pretalx.coscup.org/media/avatars/info_YNSWtCV.jpg","zh":{"name":"Rubin","bio":"Rubin是一個有超過八年系統開發經驗的後端技術人員。\r\n開發經驗涵蓋地端與雲端服務、B2B與B2C應用系統開發、OLTP與OLAP服務開發、新業務系統開發與現有系統效能調校等情境，並有多種RDBMS與大型資料處理的經驗。\r\n總是努裡嘗試在有限的資源內爭取到最好的解決方案。"},"en":{"name":"Rubin","bio":"Rubin是一個有超過八年系統開發經驗的後端技術人員。\r\n開發經驗涵蓋地端與雲端服務、B2B與B2C應用系統開發、OLTP與OLAP服務開發、新業務系統開發與現有系統效能調校等情境，並有多種RDBMS與大型資料處理的經驗。\r\n總是努裡嘗試在有限的資源內爭取到最好的解決方案。"}},{"id":"H9PJPV","avatar":"https://pretalx.coscup.org/media/avatars/oie_ZBmmBLx7r7zm_QNFhfvF.jpg","zh":{"name":"Che Chia Chang","bio":"Che-Chia Chang 是一名專注於後端開發、開發維運、容器化應用及 Kubernetes 開發與管理的技術專家，同時也是 Microsoft 最有價值專業人士（MVP）。\r\n\r\n活躍於台灣技術社群，經常在 CNTUG、DevOps Taipei、GDG Taipei、Golang Taipei Meetup 等社群分享 DevOps、SRE、Kubernetes 及雲端運算相關技術。致力於推動開發與維運的最佳實踐，並熱衷於研\r\n究與應用最新的雲端與 AI 技術。\r\n\r\n個人部落格：https://chechia.net"},"en":{"name":"Che Chia Chang","bio":"Che-Chia Chang 是一名專注於後端開發、開發維運、容器化應用及 Kubernetes 開發與管理的技術專家，同時也是 Microsoft 最有價值專業人士（MVP）。\r\n\r\n活躍於台灣技術社群，經常在 CNTUG、DevOps Taipei、GDG Taipei、Golang Taipei Meetup 等社群分享 DevOps、SRE、Kubernetes 及雲端運算相關技術。致力於推動開發與維運的最佳實踐，並熱衷於研\r\n究與應用最新的雲端與 AI 技術。\r\n\r\n個人部落格：https://chechia.net"}},{"id":"ZRLS7R","avatar":"https://pretalx.coscup.org/media/avatars/ZRLS7R_4GqSPcb.png","zh":{"name":"林威廷","bio":"大家好，我是林威廷，目前就讀於國立臺灣藝術大學藝術管理與文化政策研究所博士班，研究領域涵蓋臺灣傳統工藝、民間信仰與無形文化資產保存政策，特別關注宗教文化在不同地域與時代背景中的轉化與實踐。\r\n\r\n過去我曾任職於臺北市政府文化局，參與多項文化館所與與策劃傳統彩繪匠師特展等，同時也致力於將田野調查與研究成果轉化為策展、講座與出版，推動文化知識的公共化。近年來，我開始將視野擴展至東南亞華人社會，特別關注信仰如何在遷徙、融合與在地化過程中展現活力，包含香港、檳城、曼谷之田野研究。"},"en":{"name":"林威廷","bio":"大家好，我是林威廷，目前就讀於國立臺灣藝術大學藝術管理與文化政策研究所博士班，研究領域涵蓋臺灣傳統工藝、民間信仰與無形文化資產保存政策，特別關注宗教文化在不同地域與時代背景中的轉化與實踐。\r\n\r\n過去我曾任職於臺北市政府文化局，參與多項文化館所與與策劃傳統彩繪匠師特展等，同時也致力於將田野調查與研究成果轉化為策展、講座與出版，推動文化知識的公共化。近年來，我開始將視野擴展至東南亞華人社會，特別關注信仰如何在遷徙、融合與在地化過程中展現活力，包含香港、檳城、曼谷之田野研究。"}},{"id":"UKGMA8","avatar":"https://pretalx.coscup.org/media/avatars/UKGMA8_LssM07R.webp","zh":{"name":"Shirley","bio":"Shirley is a software engineer at Grafana Labs working on solutions to facilitate observability. She is passionate about test code, pair programming and believes in facilitating communication through listening, empathizing and clear and understandable explanations. Outside of work, she enjoys bike riding and knitting."},"en":{"name":"Shirley","bio":"Shirley is a software engineer at Grafana Labs working on solutions to facilitate observability. She is passionate about test code, pair programming and believes in facilitating communication through listening, empathizing and clear and understandable explanations. Outside of work, she enjoys bike riding and knitting."}},{"id":"RVTN3T","avatar":"https://pretalx.coscup.org/media/avatars/RVTN3T_GtG3F2x.png","zh":{"name":"K.Sakanoshita","bio":"I live in the Kansai region. I am currently active in the areas of open data and open source. Through mapping parties, open datathons, and software development, I am trying to demonstrate that anyone can disseminate local information."},"en":{"name":"K.Sakanoshita","bio":"I live in the Kansai region. I am currently active in the areas of open data and open source. Through mapping parties, open datathons, and software development, I am trying to demonstrate that anyone can disseminate local information."}},{"id":"Z9CUXP","avatar":"https://pretalx.coscup.org/media/avatars/Z9CUXP_WgFQYYd.JPG","zh":{"name":"Hisao Munakata","bio":"Hisao Munakata is a Senior Director in the SoC Software Enablement Department, HPC SoC Business Division, HPC Product Group at Renesas Electronics Corporation. He leads the development of open source software solutions for the R- Car series of automotive SoCs.\r\n\r\nRenesas has long adopted an \"Upstream First\" policy as the core of its open source development strategy. Under Munakata’s leadership, the team has actively contributed key components—such as device drivers and device tree files—needed to run R-Car platforms to the mainline Linux kernel at kernel.org. As a result, Renesas currently ranks 11th globally in cumulative patches merged into the Linux kernel over the past 20 years.\r\n\r\nThanks to these efforts, the R-Car platform is able to run the latest mainline Linux kernel—generally without the need for additional patches—providing developers with a robust and up- to-date environment.\r\n\r\nIn addition to his work with the Linux community, Munakata also actively participates in industry consortia such as Automotive Grade Linux (AGL) and the Connected Vehicle Systems Alliance (COVESA), striving to serve as a bridge between the open source community and the automotive industry."},"en":{"name":"Hisao Munakata","bio":"Hisao Munakata is a Senior Director in the SoC Software Enablement Department, HPC SoC Business Division, HPC Product Group at Renesas Electronics Corporation. He leads the development of open source software solutions for the R- Car series of automotive SoCs.\r\n\r\nRenesas has long adopted an \"Upstream First\" policy as the core of its open source development strategy. Under Munakata’s leadership, the team has actively contributed key components—such as device drivers and device tree files—needed to run R-Car platforms to the mainline Linux kernel at kernel.org. As a result, Renesas currently ranks 11th globally in cumulative patches merged into the Linux kernel over the past 20 years.\r\n\r\nThanks to these efforts, the R-Car platform is able to run the latest mainline Linux kernel—generally without the need for additional patches—providing developers with a robust and up- to-date environment.\r\n\r\nIn addition to his work with the Linux community, Munakata also actively participates in industry consortia such as Automotive Grade Linux (AGL) and the Connected Vehicle Systems Alliance (COVESA), striving to serve as a bridge between the open source community and the automotive industry."}},{"id":"QWQSUL","avatar":"https://pretalx.coscup.org/media/avatars/QWQSUL_zhZ8FVo.jpg","zh":{"name":"Canfly","bio":"Hi, I’m Canfly, a master’s student in Information Security.\r\n\r\nThrough participating in hackathons, I’ve deepened my understanding of blockchain technologies and explored ideas through hands-on development.\r\n\r\nI’m interested in various blockchain ecosystems — especially Solana — and I look forward to seeing blockchain become a part of our everyday lives."},"en":{"name":"Canfly","bio":"Hi, I’m Canfly, a master’s student in Information Security.\r\n\r\nThrough participating in hackathons, I’ve deepened my understanding of blockchain technologies and explored ideas through hands-on development.\r\n\r\nI’m interested in various blockchain ecosystems — especially Solana — and I look forward to seeing blockchain become a part of our everyday lives."}},{"id":"EWEN39","avatar":"https://pretalx.coscup.org/media/avatars/eno250-250_I1LtFxH.jpg","zh":{"name":"Shinji Enoki","bio":"Shinji Enoki (榎真治) is a member of the LibreOffice Japanese Team and The Document Foundation, where he also serves on the Membership Committee. He focuses on organizing events and community activities and occasionally contributes to QA efforts.\r\n\r\nHe is also involved in various open source and open data communities. His roles include staff member of the Wikimedians of Japan User Group, organizing member of the Nextcloud Japan community, and volunteer staff for the Japan UNIX Society and KANSAI OPEN SOURCE. He is also a casual mapper on OpenStreetMap, among other activities.\r\n\r\nHe works as a freelancer and is developing a LibreOffice support business in Japan."},"en":{"name":"Shinji Enoki","bio":"Shinji Enoki (榎真治) is a member of the LibreOffice Japanese Team and The Document Foundation, where he also serves on the Membership Committee. He focuses on organizing events and community activities and occasionally contributes to QA efforts.\r\n\r\nHe is also involved in various open source and open data communities. His roles include staff member of the Wikimedians of Japan User Group, organizing member of the Nextcloud Japan community, and volunteer staff for the Japan UNIX Society and KANSAI OPEN SOURCE. He is also a casual mapper on OpenStreetMap, among other activities.\r\n\r\nHe works as a freelancer and is developing a LibreOffice support business in Japan."}},{"id":"FSMLVN","avatar":"https://pretalx.coscup.org/media/avatars/50255359392_e2932f8465_6k_L34ju8h_1_nufy1na.jpg","zh":{"name":"Ko Ko","bio":"Ko Ko 連續當選多年微軟 AI 領域的最有價值專家（Microsoft AI MVP），曾任職於財星 500 強企業、美國矽谷科技新創、澳洲雪梨科技新創、美國上市公司等企業，擅長於 AI 技術與軟體開發。他也是大型技術年會的知名講者，包含了 ModernWeb、. NET Conference、PyCon APAC、PyCon HK、DevDays Asia 等等的國際大型年會，累計已超過萬名聽眾。他是技術社群 Chatbot Developers Taiwan 的核心成員，也經營粉專「大魔術熊貓工程師」。目前已經出版四本生成式 AI 應用的書籍。"},"en":{"name":"Ko Ko","bio":"Ko Ko 連續當選多年微軟 AI 領域的最有價值專家（Microsoft AI MVP），曾任職於財星 500 強企業、美國矽谷科技新創、澳洲雪梨科技新創、美國上市公司等企業，擅長於 AI 技術與軟體開發。他也是大型技術年會的知名講者，包含了 ModernWeb、. NET Conference、PyCon APAC、PyCon HK、DevDays Asia 等等的國際大型年會，累計已超過萬名聽眾。他是技術社群 Chatbot Developers Taiwan 的核心成員，也經營粉專「大魔術熊貓工程師」。目前已經出版四本生成式 AI 應用的書籍。"}},{"id":"Q897WK","avatar":"https://pretalx.coscup.org/media/avatars/Q897WK_pJGPQmu.jpg","zh":{"name":"解壁伟","bio":"解壁伟，中国科学院计算技术研究所，副研究员。研究方向为开源EDA软件、体系结构、高性能计算等，现从事开源EDA和开源芯片等方向的研究，专注构建“使用开源EDA和开源IP设计开源芯片”的技术生态体系。当前参与的项目有 ECOS Studio（开源芯片设计解决方案）、iEDA（开源EDA）、“一生一芯”（芯片人才培养）以及芯片设计云平台等。在DAC、CGO、ICS等会议发表多篇论文。"},"en":{"name":"解壁伟","bio":"解壁伟，中国科学院计算技术研究所，副研究员。研究方向为开源EDA软件、体系结构、高性能计算等，现从事开源EDA和开源芯片等方向的研究，专注构建“使用开源EDA和开源IP设计开源芯片”的技术生态体系。当前参与的项目有 ECOS Studio（开源芯片设计解决方案）、iEDA（开源EDA）、“一生一芯”（芯片人才培养）以及芯片设计云平台等。在DAC、CGO、ICS等会议发表多篇论文。"}},{"id":"WPV837","avatar":"https://pretalx.coscup.org/media/avatars/WPV837_RIQwMEy.jpg","zh":{"name":"李東穎","bio":"嗨我是東 (Tung) ，目前擔任後端工程師，將 DDD (Domain Driven Design) 視為人生哲學，並將其應用於生活各個面向。近期熱衷於關注 AI 領域及自動化的發展，期望能將 DDD 的思維模式與 AI 技術結合，創造更有價值的解決方案。"},"en":{"name":"李東穎","bio":"嗨我是東 (Tung) ，目前擔任後端工程師，將 DDD (Domain Driven Design) 視為人生哲學，並將其應用於生活各個面向。近期熱衷於關注 AI 領域及自動化的發展，期望能將 DDD 的思維模式與 AI 技術結合，創造更有價值的解決方案。"}},{"id":"YMDWC3","avatar":"https://pretalx.coscup.org/media/avatars/YMDWC3_whUykYG.jpg","zh":{"name":"Yuan","bio":"現職網路工程師與大學生，專注於網路管理與環境建置。喜愛將 HomeLab 網路弄炸再修好增進自己，常在各種社群平台遊走推廣網路維運，成功把許多人推下網路維運這個大坑，最近開始接觸業界了解架構與規劃。這次首次登上 COSCUP 舞台，想跟大家分享「網路，其實也可以很好玩」，如果你也想跳坑網路，歡迎敲敲我！\r\n\r\n個人網站：https://yuan-tw.net"},"en":{"name":"Yuan","bio":"現職網路工程師與大學生，專注於網路管理與環境建置。喜愛將 HomeLab 網路弄炸再修好增進自己，常在各種社群平台遊走推廣網路維運，成功把許多人推下網路維運這個大坑，最近開始接觸業界了解架構與規劃。這次首次登上 COSCUP 舞台，想跟大家分享「網路，其實也可以很好玩」，如果你也想跳坑網路，歡迎敲敲我！\r\n\r\n個人網站：https://yuan-tw.net"}},{"id":"9YRGYU","avatar":"https://pretalx.coscup.org/media/avatars/9YRGYU_CTTaM1K.jpg","zh":{"name":"alexc168","bio":"開源軟件愛好使用者，20多年程式開發、DBA、資料倉儲及系統管理經驗\r\n在歐立威科技從事開源軟件企業版本銷售、技術支持服務 (PostgreSQL、Greenplum、WarehousePG、MongoDB、Elasticsearch、Hadoop、Pentaho、Docker…等)\r\nContacts: alexc168@gmail.com\r\n                alex.chen@omniwaresoft.com.tw"},"en":{"name":"alexc168","bio":"開源軟件愛好使用者，20多年程式開發、DBA、資料倉儲及系統管理經驗\r\n在歐立威科技從事開源軟件企業版本銷售、技術支持服務 (PostgreSQL、Greenplum、WarehousePG、MongoDB、Elasticsearch、Hadoop、Pentaho、Docker…等)\r\nContacts: alexc168@gmail.com\r\n                alex.chen@omniwaresoft.com.tw"}},{"id":"MSKWW8","avatar":"https://pretalx.coscup.org/media/avatars/MSKWW8_I1JI8vC.jpeg","zh":{"name":"李緒成","bio":"I'm Peter, currently diving into the depths of Computer Science and Engineering at NCKU CSIE. With a passion for exploring new technologies and building solutions. Focusing on distributed systems. Currently working on some OSS projects, including Ozone and Kafka."},"en":{"name":"李緒成","bio":"I'm Peter, currently diving into the depths of Computer Science and Engineering at NCKU CSIE. With a passion for exploring new technologies and building solutions. Focusing on distributed systems. Currently working on some OSS projects, including Ozone and Kafka."}},{"id":"NAQNEX","avatar":"https://pretalx.coscup.org/media/avatars/NAQNEX_kHlOP29.jpg","zh":{"name":"Allen Chu","bio":"目前擔任 AI ML Engineer, 同時在 XueDAO  擔任 Core Contributor, 還有 Eigenlayer 的 Ambassador, 有多次Web3 hackathon 參與經驗"},"en":{"name":"Allen Chu","bio":"目前擔任 AI ML Engineer, 同時在 XueDAO  擔任 Core Contributor, 還有 Eigenlayer 的 Ambassador, 有多次Web3 hackathon 參與經驗"}},{"id":"8JBC7M","avatar":"https://pretalx.coscup.org/media/avatars/8JBC7M_OHTG7kh.jpg","zh":{"name":"Wei-Hsin Yeh","bio":"我今年 23 歲，在台灣大學資工所讀碩士一年級。感興趣的領域是自然語言處理、電腦視覺與電腦圖學。\r\n我的個性很活潑，喜歡跟別人聊天認識人。\r\n會開始做 Mado 這個專案，是由於它是一個視窗系統可以顯示出各種幾何圖案的組合，且這個專案涉及大量的數學。\r\n在做這個專案後，開始對 open source 感興趣，因為做專案認識了很多平時生活不會有交集的人。"},"en":{"name":"Wei-Hsin Yeh","bio":"我今年 23 歲，在台灣大學資工所讀碩士一年級。感興趣的領域是自然語言處理、電腦視覺與電腦圖學。\r\n我的個性很活潑，喜歡跟別人聊天認識人。\r\n會開始做 Mado 這個專案，是由於它是一個視窗系統可以顯示出各種幾何圖案的組合，且這個專案涉及大量的數學。\r\n在做這個專案後，開始對 open source 感興趣，因為做專案認識了很多平時生活不會有交集的人。"}},{"id":"38ZMFE","avatar":"https://pretalx.coscup.org/media/avatars/38ZMFE_sXGvYc6.png","zh":{"name":"Sasha Denisov","bio":"Sasha is a software developer with over 20 years in multiple technologies and domains. A tech lead, architect, and mobile solutions expert, he specializes in AI integrations for mobile apps, focusing on on-device AI. He excels in Flutter, Firebase, and generative AI for robust, scalable apps. Sasha is Chief Software Engineer and Head of Flutter Discipline at EPAM, GDE for AI, Firebase, Flutter, Dart, and co-organizes Flutter Berlin Community"},"en":{"name":"Sasha Denisov","bio":"Sasha is a software developer with over 20 years in multiple technologies and domains. A tech lead, architect, and mobile solutions expert, he specializes in AI integrations for mobile apps, focusing on on-device AI. He excels in Flutter, Firebase, and generative AI for robust, scalable apps. Sasha is Chief Software Engineer and Head of Flutter Discipline at EPAM, GDE for AI, Firebase, Flutter, Dart, and co-organizes Flutter Berlin Community"}},{"id":"3S8HAY","avatar":"https://pretalx.coscup.org/media/avatars/3S8HAY_Gtr2nAy.png","zh":{"name":"老蕭","bio":"nobody."},"en":{"name":"老蕭","bio":"nobody."}},{"id":"YQF8FJ","avatar":"https://pretalx.coscup.org/media/avatars/YQF8FJ_voPe4rt.webp","zh":{"name":"張維峻 (Justin)","bio":"熱衷於 AI 應用與技術創新的工程師，擁有紮實的機器學習與深度學習背景。研究所期間專注於 YOLO 與學生行為辨識模型的開發。畢業後加入國泰金控，主導醫療收據 OCR 系統建置，涵蓋資料前處理、繁體中文 PaddleOCR 模型訓練，以及表格文字解析演算法設計，大幅提升醫療單據辨識準確度與處理效率。\r\n\r\n近年專注於大型語言模型（LLM）應用開發，熟悉 Dify、Langchain 等框架，成功打造多項智慧化應用，包括「自動排會議助手」、「保單查詢 RAG 系統」及「新聞趨勢整理工具」。目前積極投入 AI Agent 與 Model Context Protocol（MCP）技術研究，持續關注最前沿的 AI 趨勢，致力於實現技術快速落地與高效整合。"},"en":{"name":"張維峻 (Justin)","bio":"熱衷於 AI 應用與技術創新的工程師，擁有紮實的機器學習與深度學習背景。研究所期間專注於 YOLO 與學生行為辨識模型的開發。畢業後加入國泰金控，主導醫療收據 OCR 系統建置，涵蓋資料前處理、繁體中文 PaddleOCR 模型訓練，以及表格文字解析演算法設計，大幅提升醫療單據辨識準確度與處理效率。\r\n\r\n近年專注於大型語言模型（LLM）應用開發，熟悉 Dify、Langchain 等框架，成功打造多項智慧化應用，包括「自動排會議助手」、「保單查詢 RAG 系統」及「新聞趨勢整理工具」。目前積極投入 AI Agent 與 Model Context Protocol（MCP）技術研究，持續關注最前沿的 AI 趨勢，致力於實現技術快速落地與高效整合。"}},{"id":"9VMXTS","avatar":"https://pretalx.coscup.org/media/avatars/9VMXTS_wJgfMXq.jpg","zh":{"name":"Harunobu Kurokawa","bio":"Harunobu Kurokawa is a manager of OSS development team and responsible for Renesas BPS for community as well asAGL. His has worked in Renesas from 2007 as Embedded software engineer. His first experience is mobile phone platform software(symbian, Android) development for Japan domestic. From 2014, he works embedded linux on R-Car series for IVI/cockpit solution, especially kernel, wayland/weston, video and Chromium for AGL."},"en":{"name":"Harunobu Kurokawa","bio":"Harunobu Kurokawa is a manager of OSS development team and responsible for Renesas BPS for community as well asAGL. His has worked in Renesas from 2007 as Embedded software engineer. His first experience is mobile phone platform software(symbian, Android) development for Japan domestic. From 2014, he works embedded linux on R-Car series for IVI/cockpit solution, especially kernel, wayland/weston, video and Chromium for AGL."}},{"id":"7CTD39","avatar":"https://pretalx.coscup.org/media/avatars/7CTD39_dTikLr3.png","zh":{"name":"TAKASU Masakazu","bio":"高須正和是創客圈科技服務有限公司CEO.新加坡和深圳製滙節(Maker Faire)及上海創客嘉年華 (Maker Carnival) 的資深成員。Maker Faire是在世界各地享負盛名的活動，向世界展示創新項目和背後具創意的頭腦。高須先生擅於揉合並引用日本首屈一指的科技、設計與科學等知識，其豐富的經驗和人際網絡連繫著亞洲多個地區的Maker Faire。他現駐居深圳。日本早稲田大学非常勤講師。开源硬件爱好家社区Nico-Tech Shenzhen共同发起人、"},"en":{"name":"TAKASU Masakazu","bio":"高須正和是創客圈科技服務有限公司CEO.新加坡和深圳製滙節(Maker Faire)及上海創客嘉年華 (Maker Carnival) 的資深成員。Maker Faire是在世界各地享負盛名的活動，向世界展示創新項目和背後具創意的頭腦。高須先生擅於揉合並引用日本首屈一指的科技、設計與科學等知識，其豐富的經驗和人際網絡連繫著亞洲多個地區的Maker Faire。他現駐居深圳。日本早稲田大学非常勤講師。开源硬件爱好家社区Nico-Tech Shenzhen共同发起人、"}},{"id":"PTFUCG","avatar":"https://pretalx.coscup.org/media/avatars/PTFUCG_qa1FZ9a.jpg","zh":{"name":"Cristian Planas","bio":"Cristian Planas has worked with Ruby on Rails for more than 15 years. He has used Rails in wildly different situations, ranging from being the CTO of a start-up, to creating an application for small NGOs, to serving as Group Tech Lead at Zendesk, improving the performance of one of the biggest Rails monoliths in the world."},"en":{"name":"Cristian Planas","bio":"Cristian Planas has worked with Ruby on Rails for more than 15 years. He has used Rails in wildly different situations, ranging from being the CTO of a start-up, to creating an application for small NGOs, to serving as Group Tech Lead at Zendesk, improving the performance of one of the biggest Rails monoliths in the world."}},{"id":"WPPXCS","avatar":"https://pretalx.coscup.org/media/avatars/WPPXCS_rkhAZcY.jpg","zh":{"name":"Taiji Uchida","bio":"I am the original developer of the open-source software \"Pleasanter.\"\r\nI originally worked as a system engineer for 19 years at FSAS, a Fujitsu group company. After that, I developed Pleasanter on my own, started my own business, and became the CEO of Implem Inc.\r\n\r\nCurrently, I am promoting the adoption of Pleasanter together with its users and 120 partner companies with whom we collaborate in business."},"en":{"name":"Taiji Uchida","bio":"I am the original developer of the open-source software \"Pleasanter.\"\r\nI originally worked as a system engineer for 19 years at FSAS, a Fujitsu group company. After that, I developed Pleasanter on my own, started my own business, and became the CEO of Implem Inc.\r\n\r\nCurrently, I am promoting the adoption of Pleasanter together with its users and 120 partner companies with whom we collaborate in business."}},{"id":"ECQAHS","avatar":"https://pretalx.coscup.org/media/avatars/ECQAHS_W7vmD2P.png","zh":{"name":"ABow_Chen","bio":"前平面設計師，後來轉職為系統分析師，目前在雲林一間公司任職，累積三年多實務經驗，擅長釐清需求、整合跨部門溝通與協助團隊解決問題，能迅速掌握業務邏輯並轉化為具體規格。\r\n\r\n雖不擅長寫程式，但善於運用 AI 工具與開源平台輔助系統設計，並持續探索自動化流程與作業優化的可能性，近期正著手實踐相關專案，期望將概念化為實用解方。對產品設計、流程優化與開源工具應用具有高度興趣，致力於成為協助團隊跨部門整合、穩定推進專案的關鍵成員。"},"en":{"name":"ABow_Chen","bio":"前平面設計師，後來轉職為系統分析師，目前在雲林一間公司任職，累積三年多實務經驗，擅長釐清需求、整合跨部門溝通與協助團隊解決問題，能迅速掌握業務邏輯並轉化為具體規格。\r\n\r\n雖不擅長寫程式，但善於運用 AI 工具與開源平台輔助系統設計，並持續探索自動化流程與作業優化的可能性，近期正著手實踐相關專案，期望將概念化為實用解方。對產品設計、流程優化與開源工具應用具有高度興趣，致力於成為協助團隊跨部門整合、穩定推進專案的關鍵成員。"}},{"id":"HE8GKD","avatar":"https://pretalx.coscup.org/media/avatars/1024x1024mi_lQtgOHn.jpg","zh":{"name":"卡米哥","bio":"大家好，我是卡米哥，LINE 官方認證的API 專家，LINE API Expert，近期在研究 AI 輔助開發相關的主題。"},"en":{"name":"卡米哥","bio":"大家好，我是卡米哥，LINE 官方認證的API 專家，LINE API Expert，近期在研究 AI 輔助開發相關的主題。"}},{"id":"FCHQXC","avatar":"https://pretalx.coscup.org/media/avatars/FCHQXC_qVXjSbk.JPG","zh":{"name":"Koji Annoura","bio":"Koji Annoura is a highly experienced full-stack developer with over 40 years in the industry.\r\nHe has been involved in Agile software development since 2009 and played a key role in founding the \"Neo4j Users Group Tokyo\" in Japan. Additionally, he established the \"Apache Hop User Group Japan\" in 2021.\r\n\r\nKoji has actively supported numerous companies and teams in their agile transformation journeys, assisting with the implementation of Agile and Scrum methodologies.\r\n\r\nHe is also an accomplished author, having contributed to \"The Practical Guide to MacOS X Server,\" and serves as a technical reviewer for \"Graph Data Processing with Cypher.\""},"en":{"name":"Koji Annoura","bio":"Koji Annoura is a highly experienced full-stack developer with over 40 years in the industry.\r\nHe has been involved in Agile software development since 2009 and played a key role in founding the \"Neo4j Users Group Tokyo\" in Japan. Additionally, he established the \"Apache Hop User Group Japan\" in 2021.\r\n\r\nKoji has actively supported numerous companies and teams in their agile transformation journeys, assisting with the implementation of Agile and Scrum methodologies.\r\n\r\nHe is also an accomplished author, having contributed to \"The Practical Guide to MacOS X Server,\" and serves as a technical reviewer for \"Graph Data Processing with Cypher.\""}},{"id":"B7RWEC","avatar":"https://pretalx.coscup.org/media/avatars/B7RWEC_Uyz9cTt.JPG","zh":{"name":"Hrittik Roy","bio":"Hrittik is currently Platform Advocate at Loft Labs and a CNCF Ambassador, who has previously worked at various startups helping them scale their content efforts. He loves diving deep into distributed systems and creating articles on them and has spoken at conferences such as Azure Cloud Summit, UbuCon Asia and Kubernetes Community Days - Lagos and Chennai among others! His best days are when he finds ways to create impact in the communities he’s a part of either by code, content, or mentorship!"},"en":{"name":"Hrittik Roy","bio":"Hrittik is currently Platform Advocate at Loft Labs and a CNCF Ambassador, who has previously worked at various startups helping them scale their content efforts. He loves diving deep into distributed systems and creating articles on them and has spoken at conferences such as Azure Cloud Summit, UbuCon Asia and Kubernetes Community Days - Lagos and Chennai among others! His best days are when he finds ways to create impact in the communities he’s a part of either by code, content, or mentorship!"}},{"id":"MJSEW7","avatar":"https://pretalx.coscup.org/media/avatars/MJSEW7_eTgVXuv.png","zh":{"name":"Recca Chao","bio":"後端工程師，推廣後端開發，包含 Kotlin 後端撰寫、自動化測試等。Taiwan Kotlin User Group 管理員。"},"en":{"name":"Recca Chao","bio":"後端工程師，推廣後端開發，包含 Kotlin 後端撰寫、自動化測試等。Taiwan Kotlin User Group 管理員。"}},{"id":"8KSAT7","avatar":null,"zh":{"name":"李兴权","bio":""},"en":{"name":"李兴权","bio":""}},{"id":"ZSW3JQ","avatar":"https://pretalx.coscup.org/media/avatars/ZSW3JQ_TEvP5HY.png","zh":{"name":"Hiroyoshi Sudo","bio":"For the past year and a half, I've been actively contributing to the LibreOffice community, participating in weekly HackFests which have enabled me to provide assistance on Ask LibreOffice and engage in translation projects to make this powerful open-source suite more accessible."},"en":{"name":"Hiroyoshi Sudo","bio":"For the past year and a half, I've been actively contributing to the LibreOffice community, participating in weekly HackFests which have enabled me to provide assistance on Ask LibreOffice and engage in translation projects to make this powerful open-source suite more accessible."}},{"id":"7G9KQS","avatar":null,"zh":{"name":"LeonardT","bio":""},"en":{"name":"LeonardT","bio":""}},{"id":"LAMZZQ","avatar":"https://pretalx.coscup.org/media/avatars/LAMZZQ_qe4AdUc.jpg","zh":{"name":"Eric Huang","bio":"Certified Kubernetes Administrator, open source enthusiast, and conscientious software engineer with skills in automation, observability, and cloud-native solutions. Possesses strong problem-solving abilities and a keen eye for detail, aiming to improve system reliability, observability, and efficiency."},"en":{"name":"Eric Huang","bio":"Certified Kubernetes Administrator, open source enthusiast, and conscientious software engineer with skills in automation, observability, and cloud-native solutions. Possesses strong problem-solving abilities and a keen eye for detail, aiming to improve system reliability, observability, and efficiency."}},{"id":"J33ZET","avatar":"https://pretalx.coscup.org/media/avatars/J33ZET_JX3xIcx.jpg","zh":{"name":"Ray Huang","bio":"本名為黃柏竣，GitHub ID 是 ExplorerRay，是一名交大資工大四學生暨系計中助教，正在努力往 data center infra 相關研究邁進"},"en":{"name":"Ray Huang","bio":"本名為黃柏竣，GitHub ID 是 ExplorerRay，是一名交大資工大四學生暨系計中助教，正在努力往 data center infra 相關研究邁進"}},{"id":"H9YTTJ","avatar":"https://pretalx.coscup.org/media/avatars/icon_BM0SbM8.jpg","zh":{"name":"Cindy","bio":"大家好，我是 Cindy，目前在 DEVCORE 當開發工程，6 年以上 Ruby on Rails 開發經驗，喜歡 Ruby，想跟大家分享學到的東西。"},"en":{"name":"Cindy","bio":"大家好，我是 Cindy，目前在 DEVCORE 當開發工程，6 年以上 Ruby on Rails 開發經驗，喜歡 Ruby，想跟大家分享學到的東西。"}},{"id":"3E7KDP","avatar":"https://pretalx.coscup.org/media/avatars/3E7KDP_DhZrocK.jpeg","zh":{"name":"查理","bio":"當過不知道老闆是誰的小螺絲釘，也當過一條龍工程團隊裡的那條龍。努力於在多變的人生及職涯中持續變得更好。\r\n\r\n目前在某大型集團擔任 Senior Backend Engineer。"},"en":{"name":"查理","bio":"當過不知道老闆是誰的小螺絲釘，也當過一條龍工程團隊裡的那條龍。努力於在多變的人生及職涯中持續變得更好。\r\n\r\n目前在某大型集團擔任 Senior Backend Engineer。"}},{"id":"HNDKWA","avatar":"https://pretalx.coscup.org/media/avatars/HNDKWA_D6soJLh.JPEG","zh":{"name":"Sahil Khokhar","bio":"Sahil is a Staff Frontend Engineer at Mercari Inc., leading teams that deliver product-facing features for Mercari's Marketplace. Previously, he contributed to open source projects with Wikimedia."},"en":{"name":"Sahil Khokhar","bio":"Sahil is a Staff Frontend Engineer at Mercari Inc., leading teams that deliver product-facing features for Mercari's Marketplace. Previously, he contributed to open source projects with Wikimedia."}},{"id":"R7ZZSN","avatar":"https://pretalx.coscup.org/media/avatars/R7ZZSN_t3SPgKt.JPG","zh":{"name":"林宥呈(Owen)","bio":"成功大學, Into ML Infra, Kubernetes and cool stuff. \r\nhttps://github.com/owenowenisme"},"en":{"name":"林宥呈(Owen)","bio":"成功大學, Into ML Infra, Kubernetes and cool stuff. \r\nhttps://github.com/owenowenisme"}},{"id":"FFMFS8","avatar":"https://pretalx.coscup.org/media/avatars/FFMFS8_qWAAi8J.png","zh":{"name":"薇姬的房間","bio":"「女性若是想要寫作，一定要有錢和自己的房間」～維吉尼亞．吳爾芙\r\n \"A woman must have money and a room of her own if she is to write fiction.\" - Virginia Woolf\r\n\r\n「薇姬的房間」是由女性為主體的自由軟體社群WoFOSS，與Wikimedia Taiwan激蕩而出的火花，期待它能夠成為一個更友善女性的共同寫作社群，讓女生也能享有舒適、自在的共同寫作空間。\r\nWikiwomen Taiwan, literally translated as 'A Room of WikiWomen's Own' in Mandarin, is a community initiated by Women in Free and Open Source Software in Taiwan (WoFOSS) and Wikimedia Taiwan (WMTW). Our goal is to create a friendly and supportive co-editing community for women, providing them with a free and comfortable space to collaborate and contribute.\r\n在維基開放知識寫作的網路社群中，女性的參與情況遠少於男性，使女性關注的條目也相對貧乏。或許，對經濟獨立渴望，在當代已經非難事；然而舒適、安心的空間，卻在女性生命中的每一個時空，都需要反覆追求。\r\nFemale participation in the Wikimedia Movement's collaborative writing community is significantly lower than that of males. While achieving economic autonomy may not be as challenging for women in the contemporary era, having a comfortable and relaxing space remains essential at various stages of a woman's life.\r\n開放不是全然赤裸，一個身心安適的空間，能讓女孩與女人在這裡敞開心胸，寫下專屬的認知世界。「薇姬的房間」期待妳一起加入寫作耕耘的行列。\r\nOpenness does not mean nudity. In a cozy space, women of any age can freely contribute their observations. We warmly welcome you to join us!"},"en":{"name":"薇姬的房間","bio":"「女性若是想要寫作，一定要有錢和自己的房間」～維吉尼亞．吳爾芙\r\n \"A woman must have money and a room of her own if she is to write fiction.\" - Virginia Woolf\r\n\r\n「薇姬的房間」是由女性為主體的自由軟體社群WoFOSS，與Wikimedia Taiwan激蕩而出的火花，期待它能夠成為一個更友善女性的共同寫作社群，讓女生也能享有舒適、自在的共同寫作空間。\r\nWikiwomen Taiwan, literally translated as 'A Room of WikiWomen's Own' in Mandarin, is a community initiated by Women in Free and Open Source Software in Taiwan (WoFOSS) and Wikimedia Taiwan (WMTW). Our goal is to create a friendly and supportive co-editing community for women, providing them with a free and comfortable space to collaborate and contribute.\r\n在維基開放知識寫作的網路社群中，女性的參與情況遠少於男性，使女性關注的條目也相對貧乏。或許，對經濟獨立渴望，在當代已經非難事；然而舒適、安心的空間，卻在女性生命中的每一個時空，都需要反覆追求。\r\nFemale participation in the Wikimedia Movement's collaborative writing community is significantly lower than that of males. While achieving economic autonomy may not be as challenging for women in the contemporary era, having a comfortable and relaxing space remains essential at various stages of a woman's life.\r\n開放不是全然赤裸，一個身心安適的空間，能讓女孩與女人在這裡敞開心胸，寫下專屬的認知世界。「薇姬的房間」期待妳一起加入寫作耕耘的行列。\r\nOpenness does not mean nudity. In a cozy space, women of any age can freely contribute their observations. We warmly welcome you to join us!"}},{"id":"XR8KPJ","avatar":"https://pretalx.coscup.org/media/avatars/XR8KPJ_Dcc5v16.jpg","zh":{"name":"Sky Jhang","bio":"天空數位技術擔當"},"en":{"name":"Sky Jhang","bio":"天空數位技術擔當"}},{"id":"XZTHDG","avatar":"https://pretalx.coscup.org/media/avatars/XZTHDG_GFXGawp.jpg","zh":{"name":"Coach 喬（Chiao）","bio":"George 曾從台灣在沒有身份下得到支援 Visa 的新加坡 ByteDance、英國 Mozilla、美國 Gitlab 的 Offer，後來任職於美國亞馬遜。後來將他求職的方法轉為一套完整的框架。現在是一位跨國職涯教練，專注於幫助科技業人才進行數據驅動的職涯轉職，至今已陪跑超過 200 位求職者，成功進入國際企業與遠距職場。他推廣的「量化求職法」結合開源工具、指標追蹤，協助求職者做出有策略的行動選擇，也致力於建立華人在地與海外求職的知識社群。\r\n\r\nGeorge received job offers from companies like ByteDance Singapore, Mozilla UK, and GitLab US—all while applying without a local work permit. He eventually joined Amazon US. Based on his experiences, he developed a structured and data-driven job search framework. Now working as a cross-border career coach, George has helped over 200 tech professionals successfully land roles in global companies and remote teams. His “Quantified Job Hunting” method combines open-source tools, metrics tracking, and strategic iteration to empower job seekers to make informed decisions. He is also dedicated to building a knowledge-sharing community for Mandarin-speaking professionals navigating both local and international job markets."},"en":{"name":"Coach 喬（Chiao）","bio":"George 曾從台灣在沒有身份下得到支援 Visa 的新加坡 ByteDance、英國 Mozilla、美國 Gitlab 的 Offer，後來任職於美國亞馬遜。後來將他求職的方法轉為一套完整的框架。現在是一位跨國職涯教練，專注於幫助科技業人才進行數據驅動的職涯轉職，至今已陪跑超過 200 位求職者，成功進入國際企業與遠距職場。他推廣的「量化求職法」結合開源工具、指標追蹤，協助求職者做出有策略的行動選擇，也致力於建立華人在地與海外求職的知識社群。\r\n\r\nGeorge received job offers from companies like ByteDance Singapore, Mozilla UK, and GitLab US—all while applying without a local work permit. He eventually joined Amazon US. Based on his experiences, he developed a structured and data-driven job search framework. Now working as a cross-border career coach, George has helped over 200 tech professionals successfully land roles in global companies and remote teams. His “Quantified Job Hunting” method combines open-source tools, metrics tracking, and strategic iteration to empower job seekers to make informed decisions. He is also dedicated to building a knowledge-sharing community for Mandarin-speaking professionals navigating both local and international job markets."}},{"id":"3E8MFG","avatar":"https://pretalx.coscup.org/media/avatars/3E8MFG_PifWluB.jpg","zh":{"name":"Roger Ng","bio":"Roger Ng is a software engineer at Google based in London, United Kingdom. He mainly works on Certificate Transparency and transparency logs in Google Open Source Security Team."},"en":{"name":"Roger Ng","bio":"Roger Ng is a software engineer at Google based in London, United Kingdom. He mainly works on Certificate Transparency and transparency logs in Google Open Source Security Team."}},{"id":"NR8XWJ","avatar":"https://pretalx.coscup.org/media/avatars/Dong_pnbA3vm.jpg","zh":{"name":"Dong","bio":"不敢說自己是設計系畢業的人，\r\n做過不只一份 NGO 的工作，\r\n興趣有很多，專精的很少，\r\n\r\n這兩年在 g0v 潛潛水，偶爾浮上來做些酷東東。"},"en":{"name":"Dong","bio":"不敢說自己是設計系畢業的人，\r\n做過不只一份 NGO 的工作，\r\n興趣有很多，專精的很少，\r\n\r\n這兩年在 g0v 潛潛水，偶爾浮上來做些酷東東。"}},{"id":"YA9Q7B","avatar":"https://pretalx.coscup.org/media/avatars/SC_06473_8sgikOL.JPEG","zh":{"name":"蔡嘉平","bio":"希望做一些對家鄉有意義的事情"},"en":{"name":"蔡嘉平","bio":"希望做一些對家鄉有意義的事情"}},{"id":"EEZE3E","avatar":"https://pretalx.coscup.org/media/avatars/Dennis-Chen-Rladys-anniversity-photo_wSOvqO7.jpg","zh":{"name":"Dennis Raylin Chen","bio":"A long time contributor of OpenStreetMap and Wikidata"},"en":{"name":"Dennis Raylin Chen","bio":"A long time contributor of OpenStreetMap and Wikidata"}},{"id":"FXNFRS","avatar":"https://pretalx.coscup.org/media/avatars/FXNFRS_QmOGA7Y.jpg","zh":{"name":"JerryXu許仕杰","bio":"## 簡介\r\n擁有超過 10 年 ERP 系統規劃與開發經驗，熟悉 Odoo 與鼎新 T100 & TIPTOP 等企業級系統。曾主導多項跨產業 ERP 專案，協助企業導入進銷存、會計、人事、製造等模組，並針對台灣在地需求開發出完整的客製化解決方案。\r\n\r\n具備多年軟體開發與系統架構設計經驗，擅長將複雜的業務需求轉化為可實作的模組設計，從「資料架構」、「模組邏輯」到「流程串接」皆能掌握，協助企業搭建可持續維運的資訊架構。實務經驗涵蓋 ERP、SCM、MES、APP、Line@ 等異質系統的整合與資料交換，熟悉技術與業務雙面需求。\r\n\r\n習慣運用 Axure、XMind 等工具快速建立系統原型與架構圖，並善用 Odoo 的模組範例與開源優勢，延伸出最符合企業體質的客製系統，協助企業落實數位轉型與流程優化。\r\n\r\n## 經歷\r\n- 超過7年以上 Programming 、 System Designer 程式開發、系統規劃\r\n- 超過7年以上 System Analyst 、Project Manager 系統分析、專案管理、系統導入\r\n- 深耕10年以上ERP系統產業經驗\r\n- 擅長異質系統整合規劃\r\n- 熟悉 ERP / SCM / MES / WMS 企業管理系統應用及管理\r\n\r\n📌 Odoo | 開源 ERP | 系統設計 | 模組架構 | 技術應用實務 | 系統導入 | 企業數位轉型\r\n\r\n---\r\n\r\n## Introduction\r\nWith over 10 years of experience in ERP system planning and development, I am well-versed in enterprise-level platforms such as Odoo, as well as Digiwin’s T100 and TIPTOP. I have led numerous cross-industry ERP projects, helping businesses implement modules for inventory, accounting, HR, and manufacturing, while also developing comprehensive customized solutions tailored to the specific needs of the Taiwanese market.\r\n\r\nMy background includes extensive experience in software development and system architecture design. I specialize in transforming complex business requirements into actionable modular designs, with a strong grasp of data structure, module logic, and process integration. I help organizations build sustainable and scalable IT infrastructures. My practical expertise spans across ERP, SCM, MES, mobile apps, and Line@, with a focus on seamless integration and data exchange among heterogeneous systems, addressing both technical and business needs.\r\n\r\nI frequently use tools like Axure and XMind to rapidly create system prototypes and architecture diagrams. By leveraging Odoo’s modular examples and open-source flexibility, I deliver tailored systems that align with each company’s unique operations, helping enterprises achieve digital transformation and process optimization.\r\n\r\n## Experience\r\n* Over 7 years of experience in programming and system design\r\n* Over 7 years of experience in system analysis, project management, and system implementation as a System Analyst and Project Manager\r\n* More than 10 years of in-depth experience in the ERP industry\r\n* Skilled in planning integration for heterogeneous systems\r\n* Proficient in the application and management of enterprise systems such as ERP, SCM, MES, and WMS\r\n\r\n📌 Odoo | Open Source ERP | System Design | System Implementation | Digital Transformation for Enterprises"},"en":{"name":"JerryXu許仕杰","bio":"## 簡介\r\n擁有超過 10 年 ERP 系統規劃與開發經驗，熟悉 Odoo 與鼎新 T100 & TIPTOP 等企業級系統。曾主導多項跨產業 ERP 專案，協助企業導入進銷存、會計、人事、製造等模組，並針對台灣在地需求開發出完整的客製化解決方案。\r\n\r\n具備多年軟體開發與系統架構設計經驗，擅長將複雜的業務需求轉化為可實作的模組設計，從「資料架構」、「模組邏輯」到「流程串接」皆能掌握，協助企業搭建可持續維運的資訊架構。實務經驗涵蓋 ERP、SCM、MES、APP、Line@ 等異質系統的整合與資料交換，熟悉技術與業務雙面需求。\r\n\r\n習慣運用 Axure、XMind 等工具快速建立系統原型與架構圖，並善用 Odoo 的模組範例與開源優勢，延伸出最符合企業體質的客製系統，協助企業落實數位轉型與流程優化。\r\n\r\n## 經歷\r\n- 超過7年以上 Programming 、 System Designer 程式開發、系統規劃\r\n- 超過7年以上 System Analyst 、Project Manager 系統分析、專案管理、系統導入\r\n- 深耕10年以上ERP系統產業經驗\r\n- 擅長異質系統整合規劃\r\n- 熟悉 ERP / SCM / MES / WMS 企業管理系統應用及管理\r\n\r\n📌 Odoo | 開源 ERP | 系統設計 | 模組架構 | 技術應用實務 | 系統導入 | 企業數位轉型\r\n\r\n---\r\n\r\n## Introduction\r\nWith over 10 years of experience in ERP system planning and development, I am well-versed in enterprise-level platforms such as Odoo, as well as Digiwin’s T100 and TIPTOP. I have led numerous cross-industry ERP projects, helping businesses implement modules for inventory, accounting, HR, and manufacturing, while also developing comprehensive customized solutions tailored to the specific needs of the Taiwanese market.\r\n\r\nMy background includes extensive experience in software development and system architecture design. I specialize in transforming complex business requirements into actionable modular designs, with a strong grasp of data structure, module logic, and process integration. I help organizations build sustainable and scalable IT infrastructures. My practical expertise spans across ERP, SCM, MES, mobile apps, and Line@, with a focus on seamless integration and data exchange among heterogeneous systems, addressing both technical and business needs.\r\n\r\nI frequently use tools like Axure and XMind to rapidly create system prototypes and architecture diagrams. By leveraging Odoo’s modular examples and open-source flexibility, I deliver tailored systems that align with each company’s unique operations, helping enterprises achieve digital transformation and process optimization.\r\n\r\n## Experience\r\n* Over 7 years of experience in programming and system design\r\n* Over 7 years of experience in system analysis, project management, and system implementation as a System Analyst and Project Manager\r\n* More than 10 years of in-depth experience in the ERP industry\r\n* Skilled in planning integration for heterogeneous systems\r\n* Proficient in the application and management of enterprise systems such as ERP, SCM, MES, and WMS\r\n\r\n📌 Odoo | Open Source ERP | System Design | System Implementation | Digital Transformation for Enterprises"}},{"id":"FTPLAK","avatar":"https://pretalx.coscup.org/media/avatars/IMG_9264_cOantvB.JPG","zh":{"name":"Louis Tsai","bio":"A smart contract auditor hunted by bugs"},"en":{"name":"Louis Tsai","bio":"A smart contract auditor hunted by bugs"}},{"id":"DB8PFC","avatar":"https://pretalx.coscup.org/media/avatars/DB8PFC_eFfoVVJ.jpg","zh":{"name":"梯口 tico88612","bio":"Co-organizer of the Cloud Native Taiwan User Group (CNTUG), Lead Organizer of Kubernetes Community Days (KCD) Taipei 2025, and a Cloud Native Computing Foundation (CNCF) Ambassador.\r\nIn addition to maintaining a personal website, has spoken at community events such as Kubernetes Community Day, GDG DevFest, and SITCON.\r\nCurrently a maintainer of the Kubespray project and a Release Signal Shadow for Kubernetes 1.32 through 1.34.\r\n\r\n臺灣雲端原生使用者社群 (CNTUG) Co-organizer、Kubernetes Community Days (KCD) Taipei 2025 Lead Organizer、雲端原生計算基金會推廣大使 (CNCF Ambassador)。\r\n著有個人網站以外，曾 Kubernetes Community Day、GDG DevFest、SITCON 等社群擔任講師。\r\n目前為 Kubespray 專案維護者、Kubernetes 1.32 ~ 1.34 Release Signal Shadow。"},"en":{"name":"梯口 tico88612","bio":"Co-organizer of the Cloud Native Taiwan User Group (CNTUG), Lead Organizer of Kubernetes Community Days (KCD) Taipei 2025, and a Cloud Native Computing Foundation (CNCF) Ambassador.\r\nIn addition to maintaining a personal website, has spoken at community events such as Kubernetes Community Day, GDG DevFest, and SITCON.\r\nCurrently a maintainer of the Kubespray project and a Release Signal Shadow for Kubernetes 1.32 through 1.34.\r\n\r\n臺灣雲端原生使用者社群 (CNTUG) Co-organizer、Kubernetes Community Days (KCD) Taipei 2025 Lead Organizer、雲端原生計算基金會推廣大使 (CNCF Ambassador)。\r\n著有個人網站以外，曾 Kubernetes Community Day、GDG DevFest、SITCON 等社群擔任講師。\r\n目前為 Kubespray 專案維護者、Kubernetes 1.32 ~ 1.34 Release Signal Shadow。"}},{"id":"NYAHUJ","avatar":"https://pretalx.coscup.org/media/avatars/NYAHUJ_StWPDbN.webp","zh":{"name":"EricccTaiwan (周呈陽)","bio":"*Cheng-Yang Chou* is currently pursuing graduate studies at the **Institute of Computer and Communication Engineering, National Cheng Kung University**. He has interned at both an IC design company and a startup, gaining solid hands-on experience in low-level system development. Recently, he has been focusing on research related to the **Linux scheduler and `sched_ext`**, and is deeply passionate about Linux kernel development. **He is actively seeking career opportunities in fields related to Linux system development.**\r\n\r\nLinkedIn: https://www.linkedin.com/in/yphbchou0911/\r\n\r\nGitHub: https://github.com/EricccTaiwan\r\n\r\nKernel Contribution: https://lore.kernel.org/all/?q=yphbchou0911\r\n\r\n周呈陽目前就讀於成功大學電腦與通信工程研究所，曾於 IC 設計公司與新創公司擔任實習生，累積了扎實的底層實務經驗。近期專注於 Linux 排程器與 `sched_ext` 的研究，對 Linux 核心開發懷抱高度熱忱，期望能投入相關領域，尋找與 Linux 系統開發相關的職涯機會。"},"en":{"name":"EricccTaiwan (周呈陽)","bio":"*Cheng-Yang Chou* is currently pursuing graduate studies at the **Institute of Computer and Communication Engineering, National Cheng Kung University**. He has interned at both an IC design company and a startup, gaining solid hands-on experience in low-level system development. Recently, he has been focusing on research related to the **Linux scheduler and `sched_ext`**, and is deeply passionate about Linux kernel development. **He is actively seeking career opportunities in fields related to Linux system development.**\r\n\r\nLinkedIn: https://www.linkedin.com/in/yphbchou0911/\r\n\r\nGitHub: https://github.com/EricccTaiwan\r\n\r\nKernel Contribution: https://lore.kernel.org/all/?q=yphbchou0911\r\n\r\n周呈陽目前就讀於成功大學電腦與通信工程研究所，曾於 IC 設計公司與新創公司擔任實習生，累積了扎實的底層實務經驗。近期專注於 Linux 排程器與 `sched_ext` 的研究，對 Linux 核心開發懷抱高度熱忱，期望能投入相關領域，尋找與 Linux 系統開發相關的職涯機會。"}},{"id":"NGWBDW","avatar":"https://pretalx.coscup.org/media/avatars/NGWBDW_C8IlerN.png","zh":{"name":"邱柏穎","bio":"就讀於成功大學電腦及通訊工程學系，近期致力於研究 Linux 核心排程機制，並學習 sched_ext 相關內容。"},"en":{"name":"邱柏穎","bio":"就讀於成功大學電腦及通訊工程學系，近期致力於研究 Linux 核心排程機制，並學習 sched_ext 相關內容。"}},{"id":"VRJU3L","avatar":"https://pretalx.coscup.org/media/avatars/VRJU3L_3iwTDrW.png","zh":{"name":"James Thomas","bio":"Senior software engineer at Codethink Ltd with a large amount of background in building, deploying, and testing embedded GNU/Linux systems. Particular interests include automated tests, open source graphics, and building systems from scratch."},"en":{"name":"James Thomas","bio":"Senior software engineer at Codethink Ltd with a large amount of background in building, deploying, and testing embedded GNU/Linux systems. Particular interests include automated tests, open source graphics, and building systems from scratch."}},{"id":"GTSFWG","avatar":"https://pretalx.coscup.org/media/avatars/GTSFWG_67rK6ZE.jpg","zh":{"name":"I Gusti Nyoman Anton Surya Diputra","bio":"I am a researcher specializing in intelligent robotic systems, focusing on the integration of computer vision and real-time communication for autonomous applications. My current work explores the concept of a modular TinyML-based board that can be embedded across robotic components to enable distributed sensing and edge intelligence. I work extensively with ROS, SLAM, LiDAR, and ISAC (Integrated Sensing and Communication) to fuse multimodal perception with low-latency networking, supporting adaptive and coordinated robot behavior. My research aims to build scalable, efficient, and\r\nresponsive systems for dynamic environments. I have presented at international conferences and participated in global research programs and technical competitions, contributing to the advancement of connected and human-centered robotics."},"en":{"name":"I Gusti Nyoman Anton Surya Diputra","bio":"I am a researcher specializing in intelligent robotic systems, focusing on the integration of computer vision and real-time communication for autonomous applications. My current work explores the concept of a modular TinyML-based board that can be embedded across robotic components to enable distributed sensing and edge intelligence. I work extensively with ROS, SLAM, LiDAR, and ISAC (Integrated Sensing and Communication) to fuse multimodal perception with low-latency networking, supporting adaptive and coordinated robot behavior. My research aims to build scalable, efficient, and\r\nresponsive systems for dynamic environments. I have presented at international conferences and participated in global research programs and technical competitions, contributing to the advancement of connected and human-centered robotics."}},{"id":"3VF3BU","avatar":"https://pretalx.coscup.org/media/avatars/338381963_529392195798536_5185507161144438443_n_nuQykxg.jpg","zh":{"name":"Jun Iio","bio":"Dr. Jun Iio was born in Gifu, Japan, in 1970. He received his Master's degree in Mathematical Engineering and Information Physics from the University of Tokyo in 1994 and joined Mitsubishi Research Institute, Inc. in the same year. He has been a visiting associate professor at the International Center of Tokyo University of Agriculture and Technology since 2009. In 2013, he became an Associate Professor at the Department of Socio-informatics, Faculty of Letters, Chuo University, a Research Fellow at the Institute of Science and Engineering, Institute of Social Science, Chuo University, and a Professor at the same department at the same university from 2014. He has been a Professor at the Faculty of Global Informatics at the same university since 2019. He is engaged in research on the interaction between humans and information systems. His research keywords are image processing, user interface, optimization of information systems, etc. He is an HCD-Net certified human-centered design expert, a Professional Engineer (Information Engineering), and a Ph.D. in Engineering."},"en":{"name":"Jun Iio","bio":"Dr. Jun Iio was born in Gifu, Japan, in 1970. He received his Master's degree in Mathematical Engineering and Information Physics from the University of Tokyo in 1994 and joined Mitsubishi Research Institute, Inc. in the same year. He has been a visiting associate professor at the International Center of Tokyo University of Agriculture and Technology since 2009. In 2013, he became an Associate Professor at the Department of Socio-informatics, Faculty of Letters, Chuo University, a Research Fellow at the Institute of Science and Engineering, Institute of Social Science, Chuo University, and a Professor at the same department at the same university from 2014. He has been a Professor at the Faculty of Global Informatics at the same university since 2019. He is engaged in research on the interaction between humans and information systems. His research keywords are image processing, user interface, optimization of information systems, etc. He is an HCD-Net certified human-centered design expert, a Professional Engineer (Information Engineering), and a Ph.D. in Engineering."}},{"id":"ARTSAT","avatar":"https://pretalx.coscup.org/media/avatars/ARTSAT_QGkMgYI.jpg","zh":{"name":"CT Chan","bio":"Blockchain Engineer in Cathay Financial Holdings, responsible for RWA project (corporate bond)"},"en":{"name":"CT Chan","bio":"Blockchain Engineer in Cathay Financial Holdings, responsible for RWA project (corporate bond)"}},{"id":"8WM9UR","avatar":"https://pretalx.coscup.org/media/avatars/8WM9UR_3t2PIg3.webp","zh":{"name":"ryanycw(Ryan Wang)","bio":"Ryan is an OSS contributor focused on smart contracts and a privacy advocate committed to bringing programmable cryptography into everyday life. He had been a core contributor at Harvest Finance and Unirep Social Taiwan, cohosts ETHTaipei and ZKTaipei, and has worked on PSE Grant, PSE CORE, Axiom ZK programs, and the Community Privacy Residency. When he isn’t merging PRs, you’ll find him hacking together new ideas at hackathons.\r\n\r\nRyan 專注在智慧合約的開源貢獻，以及將可程式化密碼學帶入日常生活。他曾擔任 Harvest Finance 與 Unirep Social Taiwan 的核心貢獻者，並共同主辦 ETHTaipei 與 ZKTaipei。同時參與 PSE Grant、PSE CORE、Axiom ZK 等計畫，以及 Community Privacy Residency。當他不在發 PR 時，可能是在黑客松玩一些新點子。"},"en":{"name":"ryanycw(Ryan Wang)","bio":"Ryan is an OSS contributor focused on smart contracts and a privacy advocate committed to bringing programmable cryptography into everyday life. He had been a core contributor at Harvest Finance and Unirep Social Taiwan, cohosts ETHTaipei and ZKTaipei, and has worked on PSE Grant, PSE CORE, Axiom ZK programs, and the Community Privacy Residency. When he isn’t merging PRs, you’ll find him hacking together new ideas at hackathons.\r\n\r\nRyan 專注在智慧合約的開源貢獻，以及將可程式化密碼學帶入日常生活。他曾擔任 Harvest Finance 與 Unirep Social Taiwan 的核心貢獻者，並共同主辦 ETHTaipei 與 ZKTaipei。同時參與 PSE Grant、PSE CORE、Axiom ZK 等計畫，以及 Community Privacy Residency。當他不在發 PR 時，可能是在黑客松玩一些新點子。"}},{"id":"9TBEK8","avatar":"https://pretalx.coscup.org/media/avatars/9TBEK8_o2UzaYI.jpg","zh":{"name":"張秦誌 Harry Chang","bio":"嗨，我是張秦誌（Harry Chang），一位長期耕耘 ERP 領域的顧問與開發者，平常最愛做的事就是把企業內部流程變得更聰明、更直覺，最近則是全心投入 Odoo 在地化與報表應用的實戰推廣。除了寫程式，也寫過書，作品是《顧問教你做 Odoo 在台教戰手冊》，希望讓更多使用者與開發者在 Odoo 的世界裡少踩點雷、多踩中需求。\r\n\r\n這次在 COSCUP 想分享的題目是：「Odoo 不是 BI，但我們做出類 Power BI 的即時報表」，實際展示怎麼靠 Spreadsheet 模組與 OCA 工具，在不串接外部平台的前提下，也能做出有故事性、有互動的儀表板。過程中踩了不少坑，也摸索出一些在地 ERP 報表的開發心得，期待現場跟大家交流開源 ERP 的無限可能！"},"en":{"name":"張秦誌 Harry Chang","bio":"嗨，我是張秦誌（Harry Chang），一位長期耕耘 ERP 領域的顧問與開發者，平常最愛做的事就是把企業內部流程變得更聰明、更直覺，最近則是全心投入 Odoo 在地化與報表應用的實戰推廣。除了寫程式，也寫過書，作品是《顧問教你做 Odoo 在台教戰手冊》，希望讓更多使用者與開發者在 Odoo 的世界裡少踩點雷、多踩中需求。\r\n\r\n這次在 COSCUP 想分享的題目是：「Odoo 不是 BI，但我們做出類 Power BI 的即時報表」，實際展示怎麼靠 Spreadsheet 模組與 OCA 工具，在不串接外部平台的前提下，也能做出有故事性、有互動的儀表板。過程中踩了不少坑，也摸索出一些在地 ERP 報表的開發心得，期待現場跟大家交流開源 ERP 的無限可能！"}},{"id":"KPUD9G","avatar":"https://pretalx.coscup.org/media/avatars/KPUD9G_j49qDRL.jpg","zh":{"name":"kent","bio":"哩賀，我是喜歡問為什麼的前端，目前主要是 React+ Next.js（Pages Router），喜歡參加讀書會。"},"en":{"name":"kent","bio":"哩賀，我是喜歡問為什麼的前端，目前主要是 React+ Next.js（Pages Router），喜歡參加讀書會。"}},{"id":"NMD8EY","avatar":null,"zh":{"name":"Sampo Kuokkanen","bio":""},"en":{"name":"Sampo Kuokkanen","bio":""}},{"id":"FGFG8Y","avatar":"https://pretalx.coscup.org/media/avatars/53011_vBj9wEA.jpeg","zh":{"name":"zonble","bio":"Flutter GDE. 軟體工程師"},"en":{"name":"zonble","bio":"Flutter GDE. 軟體工程師"}},{"id":"WEYURA","avatar":"https://pretalx.coscup.org/media/avatars/ICON_512_Q7tZ8Yl.png","zh":{"name":"蒼時弦也","bio":"架構師還沒當滿一年，就變成 AI Engeineer 正在研究馴服 AI 的方法"},"en":{"name":"蒼時弦也","bio":"架構師還沒當滿一年，就變成 AI Engeineer 正在研究馴服 AI 的方法"}},{"id":"GKAG3J","avatar":"https://pretalx.coscup.org/media/avatars/GKAG3J_QpgiXrm.png","zh":{"name":"Kuo-Chieh Ting","bio":"A veteran of Linux system since the days of Slackware.  He held dual post-grad degrees in Computer Science and Art and technology.  He is currently a computer system freelancer and also an artistic director of a multimedia dance theater."},"en":{"name":"Kuo-Chieh Ting","bio":"A veteran of Linux system since the days of Slackware.  He held dual post-grad degrees in Computer Science and Art and technology.  He is currently a computer system freelancer and also an artistic director of a multimedia dance theater."}},{"id":"WPLYBZ","avatar":"https://pretalx.coscup.org/media/avatars/WPLYBZ_oo0stRi.png","zh":{"name":"謝樹瑄","bio":"目前擔任熊有誠足股份有限公司的技術長，長期參與政府開源專案的技術推動與實作。過去曾任游石設計的技術總監、祿凌科技的資訊長，對於城市服務與開源技術的整合有深厚的實務經驗。\r\n\r\n曾經主導開發「城市通」這款由臺北市政府推動的開源 App，讓市民能更方便地使用各項公共數位服務。2024 年，也參與協辦「臺北秋季程式設計節－城市通微服務大黑客松」，和開發者社群一同實驗用微服務打造可快速擴充的市民服務平台。\r\n\r\n相信開源不只是寫程式，更是串聯人與人、公共與民間的橋樑。很期待能在 COSCUP 遇見更多對開源有熱情的夥伴，一起分享、一起玩技術。"},"en":{"name":"謝樹瑄","bio":"目前擔任熊有誠足股份有限公司的技術長，長期參與政府開源專案的技術推動與實作。過去曾任游石設計的技術總監、祿凌科技的資訊長，對於城市服務與開源技術的整合有深厚的實務經驗。\r\n\r\n曾經主導開發「城市通」這款由臺北市政府推動的開源 App，讓市民能更方便地使用各項公共數位服務。2024 年，也參與協辦「臺北秋季程式設計節－城市通微服務大黑客松」，和開發者社群一同實驗用微服務打造可快速擴充的市民服務平台。\r\n\r\n相信開源不只是寫程式，更是串聯人與人、公共與民間的橋樑。很期待能在 COSCUP 遇見更多對開源有熱情的夥伴，一起分享、一起玩技術。"}},{"id":"YJ9YBH","avatar":"https://pretalx.coscup.org/media/avatars/YJ9YBH_l0L7m9t.jpg","zh":{"name":"林上竣","bio":"最初是因為實驗數據太多才開始接觸 Python，希望能用程式來省下分析數據的時間，沒想到後來厭倦做實驗而轉行投入軟體工程師的行列，誤打誤撞開始了全端開發之路，現在在一間 AI 新創公司做全端開發。對許多事物都有興趣，正在多方探索各種職涯的可能性。最近開始努力參與社群活動，還請各位多多指教！"},"en":{"name":"林上竣","bio":"最初是因為實驗數據太多才開始接觸 Python，希望能用程式來省下分析數據的時間，沒想到後來厭倦做實驗而轉行投入軟體工程師的行列，誤打誤撞開始了全端開發之路，現在在一間 AI 新創公司做全端開發。對許多事物都有興趣，正在多方探索各種職涯的可能性。最近開始努力參與社群活動，還請各位多多指教！"}},{"id":"N37ZYP","avatar":"https://pretalx.coscup.org/media/avatars/N37ZYP_jbUL6Zp.jpeg","zh":{"name":"4geru","bio":"I'm a **LINE API Expert**, recognized by LINE as an external professional skilled in their APIs.\r\n\r\nFor the last 7 years, I've been working as both a **Ruby engineer** and an active **LINE API Expert**.\r\n\r\nIn addition to my work, I enjoy organizing **hands-on developer events** 3 to 4 times each year. I don't just use the official LINE API packages; I also help improve them by **creating Pull Requests (PRs)**."},"en":{"name":"4geru","bio":"I'm a **LINE API Expert**, recognized by LINE as an external professional skilled in their APIs.\r\n\r\nFor the last 7 years, I've been working as both a **Ruby engineer** and an active **LINE API Expert**.\r\n\r\nIn addition to my work, I enjoy organizing **hands-on developer events** 3 to 4 times each year. I don't just use the official LINE API packages; I also help improve them by **creating Pull Requests (PRs)**."}},{"id":"TTEXFK","avatar":"https://pretalx.coscup.org/media/avatars/TTEXFK_qVHz72R.jpg","zh":{"name":"Jeremy Lin","bio":"Jeremy Lin。目前為 AWS 台灣解決方案架構師，熱衷於開發者相關議題。"},"en":{"name":"Jeremy Lin","bio":"Jeremy Lin。目前為 AWS 台灣解決方案架構師，熱衷於開發者相關議題。"}},{"id":"8R8RAD","avatar":"https://pretalx.coscup.org/media/avatars/JediTux2_KltP8kR.jpg","zh":{"name":"ckhung","bio":"在網路上以「資訊人權貴」代號出沒； 長期推廣自由軟體與資訊人權； 軟體自由協會常務監事； 自朝陽科大退休，現於中興大學通識中心兼課； 認為言論管制的政權終將垮台。"},"en":{"name":"ckhung","bio":"在網路上以「資訊人權貴」代號出沒； 長期推廣自由軟體與資訊人權； 軟體自由協會常務監事； 自朝陽科大退休，現於中興大學通識中心兼課； 認為言論管制的政權終將垮台。"}},{"id":"PSHHPD","avatar":"https://pretalx.coscup.org/media/avatars/Screenshot_2023-07-13_224607_5fH9lhA.png","zh":{"name":"tobychui","bio":"在台港人，目前在 IC design house 當系統工程師。下班後是寫 Golang 的開源開發者，有時候會產出不少與硬體相關的 side projects 。著名的開源 project 包括 Zoraxy （Reverse Proxy）、ArozOS （Web Desktop OS）及 4xMacropad （開源小鍵盤） 等。\r\n\r\nGithub：https://github.com/tobychui\r\nHomepage: https://imuslab.com"},"en":{"name":"tobychui","bio":"在台港人，目前在 IC design house 當系統工程師。下班後是寫 Golang 的開源開發者，有時候會產出不少與硬體相關的 side projects 。著名的開源 project 包括 Zoraxy （Reverse Proxy）、ArozOS （Web Desktop OS）及 4xMacropad （開源小鍵盤） 等。\r\n\r\nGithub：https://github.com/tobychui\r\nHomepage: https://imuslab.com"}},{"id":"E9VQLD","avatar":null,"zh":{"name":"sosorry","bio":""},"en":{"name":"sosorry","bio":""}},{"id":"XGF3Y8","avatar":null,"zh":{"name":"Sam Liao","bio":""},"en":{"name":"Sam Liao","bio":""}},{"id":"NZW7WA","avatar":"https://pretalx.coscup.org/media/avatars/NZW7WA_UqWTaCh.jpg","zh":{"name":"Helen","bio":"Helen是 DeFiHackLabs 區塊鏈資安社群的營運成員之一，長期致力於推廣區塊鏈安全知識與開發者教育。\r\n\r\n2024 年，擔任社群舉辦的「智能合約安全開發訓練營」主要籌辦成員，該訓練營獲得 Ethereum Support 支持，聚焦於提升開發者在智能合約設計階段的安全意識與實作能力。\r\n\r\n同年，也以講者身份通過 COSCUP 議程投稿，分享《Web3 Phishing: Never-ending Growth, How to Prevent It?》，從使用者角度解析鏈上釣魚手法與預防機制。\r\n\r\n而本次，希望能從開發者的視角切入，探討如何透過架構與邏輯設計，預防攻擊於未然，進一步強化區塊鏈應用的安全基礎。"},"en":{"name":"Helen","bio":"Helen是 DeFiHackLabs 區塊鏈資安社群的營運成員之一，長期致力於推廣區塊鏈安全知識與開發者教育。\r\n\r\n2024 年，擔任社群舉辦的「智能合約安全開發訓練營」主要籌辦成員，該訓練營獲得 Ethereum Support 支持，聚焦於提升開發者在智能合約設計階段的安全意識與實作能力。\r\n\r\n同年，也以講者身份通過 COSCUP 議程投稿，分享《Web3 Phishing: Never-ending Growth, How to Prevent It?》，從使用者角度解析鏈上釣魚手法與預防機制。\r\n\r\n而本次，希望能從開發者的視角切入，探討如何透過架構與邏輯設計，預防攻擊於未然，進一步強化區塊鏈應用的安全基礎。"}},{"id":"H8M9EE","avatar":"https://pretalx.coscup.org/media/avatars/H8M9EE_xgKJbBr.jpg","zh":{"name":"Henry Lie","bio":"Henry is a seasoned Technical Lead with a strong focus on frontend development. With over 8 years of experience building web applications, deep understanding of modern frontend frameworks, and a passion for crafting accessible user experiences, Henry has led teams delivering value to users through performant web apps. \r\n\r\nWhen not writing code or solving complex problems, Henry stays active in the tech world by learning the latest trends and improving his daily productivity through technology. He is currently working at HENNGE, building cloud security solutions for businesses in Tokyo, Japan."},"en":{"name":"Henry Lie","bio":"Henry is a seasoned Technical Lead with a strong focus on frontend development. With over 8 years of experience building web applications, deep understanding of modern frontend frameworks, and a passion for crafting accessible user experiences, Henry has led teams delivering value to users through performant web apps. \r\n\r\nWhen not writing code or solving complex problems, Henry stays active in the tech world by learning the latest trends and improving his daily productivity through technology. He is currently working at HENNGE, building cloud security solutions for businesses in Tokyo, Japan."}},{"id":"JPWYGS","avatar":"https://pretalx.coscup.org/media/avatars/JPWYGS_6ESW6oc.jpg","zh":{"name":"張安邦","bio":"Martin 是一位長期的開源開發者與專案維護者，參與過許多函式庫的開發，其中包含高效能 C++ 網站框架 Drogon。他曾為了替各種 ML 應用程式加上 NPU 支援，而 fork 了包含 llama.cpp 在內的數個專案，使其不再僅限於 CPU 或 GPU 上運行。\r\n\r\n他目前任職於 Tenstorrent，正是看中了 Tenstorrent 對開源的投入與承諾。他希望能協助形塑開源社群的樣貌，並確保社群能從 Tenstorrent 的成果中實際受益\r\n\r\nTL;DR：Hacker、開源開發者，無聊就會開始搞事"},"en":{"name":"張安邦","bio":"Martin 是一位長期的開源開發者與專案維護者，參與過許多函式庫的開發，其中包含高效能 C++ 網站框架 Drogon。他曾為了替各種 ML 應用程式加上 NPU 支援，而 fork 了包含 llama.cpp 在內的數個專案，使其不再僅限於 CPU 或 GPU 上運行。\r\n\r\n他目前任職於 Tenstorrent，正是看中了 Tenstorrent 對開源的投入與承諾。他希望能協助形塑開源社群的樣貌，並確保社群能從 Tenstorrent 的成果中實際受益\r\n\r\nTL;DR：Hacker、開源開發者，無聊就會開始搞事"}},{"id":"LF8QJU","avatar":"https://pretalx.coscup.org/media/avatars/LF8QJU_dVSDS3e.png","zh":{"name":"Kenny Chen - 肯尼工程師","bio":"熱愛 PostgreSQL 的後端工程師"},"en":{"name":"Kenny Chen - 肯尼工程師","bio":"熱愛 PostgreSQL 的後端工程師"}},{"id":"Z8FQ8V","avatar":"https://pretalx.coscup.org/media/avatars/257742836_304947081666893_8527341263200811560_n_h0qIGBU.jpg","zh":{"name":"Peter","bio":"喜歡專注在後端程式、資料庫與軟體系統架構等領域，使用 PHP、Python與JavaScript作為後端開發已經超過 8 年的時間，同時對於開放源始碼抱持著高度的熱情，有時遇到開源專案有 bug 時，就會嘗試動手來協助修正。截至目前為止，已經有超過 1000 個 PR 被 merge，也在貢獻開源專案的過程中，學到許多撰寫程式碼的技巧，同時也不吝在各大技術研討會進行技術的分享，如：COSCUP、MOPCON以及PyConTW等。"},"en":{"name":"Peter","bio":"喜歡專注在後端程式、資料庫與軟體系統架構等領域，使用 PHP、Python與JavaScript作為後端開發已經超過 8 年的時間，同時對於開放源始碼抱持著高度的熱情，有時遇到開源專案有 bug 時，就會嘗試動手來協助修正。截至目前為止，已經有超過 1000 個 PR 被 merge，也在貢獻開源專案的過程中，學到許多撰寫程式碼的技巧，同時也不吝在各大技術研討會進行技術的分享，如：COSCUP、MOPCON以及PyConTW等。"}},{"id":"KHKX9A","avatar":"https://pretalx.coscup.org/media/avatars/KHKX9A_ymZ3tbc.jpg","zh":{"name":"twtrubiks","bio":"嗨，我是 twtrubiks (沈弘哲)！👋 一位熱衷於 Python、Linux、Odoo、Docker 及 AI 技術應用的後端軟體開發者。我相信程式設計是解決問題、創造價值並貢獻社會的強大工具。\r\n\r\n在這個頻道，我專注於分享：\r\n\r\nOdoo 開發與後端技術： 涵蓋環境建置、模組開發、後端架構、資料庫互動與應用實踐。\r\nDocker、Git 與 DevOps 實踐： 包含容器化技術、應用部署、版本控制、自動化流程及其他提升效率的工具分享。\r\nPython Web 開發教學： 深入 Django 框架與實際專案應用。\r\nLinux 系統管理與操作： 提供實用技巧與指令工具教學。\r\nAI 工具應用與自動化： 介紹如何整合與應用 AI、搭建自動化流程 (如 n8n)。\r\n\r\n我的目標是透過詳細且易懂的教學影片與開源專案 (參考下方 GitHub)，幫助任何想學習技術的朋友們，無論是新手入門或工程師尋求進階，都能在這裡獲得實用的知識與啟發，並運用這些技能解決實際問題、為我們生活的社會帶來一點正面的幫助。\r\n\r\n歡迎訂閱我的頻道，一起學習、交流與成長！\r\n\r\n▶ 訂閱頻道: https://www.youtube.com/user/blue524326\r\n▶ GitHub (開源專案與教學源碼): https://github.com/twtrubiks\r\n▶ LinkedIn (專業交流): https://www.linkedin.com/in/twtrubiks-a09330145/\r\n▶ Facebook 粉絲專頁: https://www.facebook.com/TWTRubiks"},"en":{"name":"twtrubiks","bio":"嗨，我是 twtrubiks (沈弘哲)！👋 一位熱衷於 Python、Linux、Odoo、Docker 及 AI 技術應用的後端軟體開發者。我相信程式設計是解決問題、創造價值並貢獻社會的強大工具。\r\n\r\n在這個頻道，我專注於分享：\r\n\r\nOdoo 開發與後端技術： 涵蓋環境建置、模組開發、後端架構、資料庫互動與應用實踐。\r\nDocker、Git 與 DevOps 實踐： 包含容器化技術、應用部署、版本控制、自動化流程及其他提升效率的工具分享。\r\nPython Web 開發教學： 深入 Django 框架與實際專案應用。\r\nLinux 系統管理與操作： 提供實用技巧與指令工具教學。\r\nAI 工具應用與自動化： 介紹如何整合與應用 AI、搭建自動化流程 (如 n8n)。\r\n\r\n我的目標是透過詳細且易懂的教學影片與開源專案 (參考下方 GitHub)，幫助任何想學習技術的朋友們，無論是新手入門或工程師尋求進階，都能在這裡獲得實用的知識與啟發，並運用這些技能解決實際問題、為我們生活的社會帶來一點正面的幫助。\r\n\r\n歡迎訂閱我的頻道，一起學習、交流與成長！\r\n\r\n▶ 訂閱頻道: https://www.youtube.com/user/blue524326\r\n▶ GitHub (開源專案與教學源碼): https://github.com/twtrubiks\r\n▶ LinkedIn (專業交流): https://www.linkedin.com/in/twtrubiks-a09330145/\r\n▶ Facebook 粉絲專頁: https://www.facebook.com/TWTRubiks"}},{"id":"BPBAUJ","avatar":"https://pretalx.coscup.org/media/avatars/bafkreidf6vutxmvxhzhwwfyjdymz3nhotfcmknoujvo7qglp3wkj43d3vu_B86Sz08.jpg","zh":{"name":"Atsushi Eno","bio":"music software tools enthusiast. Audio Plugins for Android, Linux, MML, MIDI 1.0/2.0, LV2. Kotlin Multiplatform."},"en":{"name":"Atsushi Eno","bio":"music software tools enthusiast. Audio Plugins for Android, Linux, MML, MIDI 1.0/2.0, LV2. Kotlin Multiplatform."}},{"id":"PCJA88","avatar":"https://pretalx.coscup.org/media/avatars/PCJA88_5rMMzUV.jpeg","zh":{"name":"AbnerDen","bio":"Abner is currently a Research Scientist at AI Team, SinoPac Holdings, and also a 1st year Ph.D. student at NTU CSIE."},"en":{"name":"AbnerDen","bio":"Abner is currently a Research Scientist at AI Team, SinoPac Holdings, and also a 1st year Ph.D. student at NTU CSIE."}},{"id":"FJQ8ML","avatar":"https://pretalx.coscup.org/media/avatars/FJQ8ML_htSbla3.JPG","zh":{"name":"odoo傳教師","bio":"自從接觸到開源ERP系統Odoo以來，我便深深著迷於它自由、靈活且不設限的特性。身為一名企業顧問，我致力於推廣「系統為人服務」的理念，協助企業打破傳統ERP的框架束縛，重新設計符合自身需求的流程。\r\n我相信，開源的力量不僅是技術開發的自由，更是創造商業價值的關鍵。我積極參與Odoo社群，結合顧問經驗與技術實踐，推動數位轉型專案，從中見證企業運作模式的進化。\r\n對我而言，Odoo不只是一套工具，而是一種思維革新的起點。未來，我將持續扮演Odoo與企業之間的橋樑，讓更多人看見開源的可能，解放想像，實現高價值的數位未來。\r\n正因為我總是不厭其煩地向企業分享Odoo的潛力與可能，並且在各地傳播開源精神，大家親切地給了我一個稱號——「Odoo傳教師」。\r\n\r\nEver since I encountered the open-source ERP system Odoo, I have been deeply fascinated by its freedom, flexibility, and limitless possibilities.\r\nAs a business consultant, I am committed to promoting the philosophy that \"systems are meant to serve people,\" helping companies break free from the rigid frameworks of traditional ERP and redesign workflows that truly meet their needs.\r\nI believe that the power of open-source is not only the freedom to develop technology but also the key to creating real business value. I actively participate in the Odoo community, combining consulting experience with technical practice to drive digital transformation projects and witness the evolution of business operations.\r\nTo me, Odoo is not just a tool—it is the starting point for a mindset revolution. In the future, I will continue to serve as a bridge between Odoo and enterprises, helping more people see the potential of open-source, unleash their imagination, and realize a high-value digital future.\r\nBecause I tirelessly share Odoo’s possibilities with businesses and spread the spirit of open-source wherever I go, people have affectionately given me the title — \"The Odoo Evangelist.\""},"en":{"name":"odoo傳教師","bio":"自從接觸到開源ERP系統Odoo以來，我便深深著迷於它自由、靈活且不設限的特性。身為一名企業顧問，我致力於推廣「系統為人服務」的理念，協助企業打破傳統ERP的框架束縛，重新設計符合自身需求的流程。\r\n我相信，開源的力量不僅是技術開發的自由，更是創造商業價值的關鍵。我積極參與Odoo社群，結合顧問經驗與技術實踐，推動數位轉型專案，從中見證企業運作模式的進化。\r\n對我而言，Odoo不只是一套工具，而是一種思維革新的起點。未來，我將持續扮演Odoo與企業之間的橋樑，讓更多人看見開源的可能，解放想像，實現高價值的數位未來。\r\n正因為我總是不厭其煩地向企業分享Odoo的潛力與可能，並且在各地傳播開源精神，大家親切地給了我一個稱號——「Odoo傳教師」。\r\n\r\nEver since I encountered the open-source ERP system Odoo, I have been deeply fascinated by its freedom, flexibility, and limitless possibilities.\r\nAs a business consultant, I am committed to promoting the philosophy that \"systems are meant to serve people,\" helping companies break free from the rigid frameworks of traditional ERP and redesign workflows that truly meet their needs.\r\nI believe that the power of open-source is not only the freedom to develop technology but also the key to creating real business value. I actively participate in the Odoo community, combining consulting experience with technical practice to drive digital transformation projects and witness the evolution of business operations.\r\nTo me, Odoo is not just a tool—it is the starting point for a mindset revolution. In the future, I will continue to serve as a bridge between Odoo and enterprises, helping more people see the potential of open-source, unleash their imagination, and realize a high-value digital future.\r\nBecause I tirelessly share Odoo’s possibilities with businesses and spread the spirit of open-source wherever I go, people have affectionately given me the title — \"The Odoo Evangelist.\""}},{"id":"LEW3DP","avatar":"https://pretalx.coscup.org/media/avatars/LEW3DP_KXLydEG.webp","zh":{"name":"Yuyuan Yuan","bio":"A Rustacean working in ZettaScale Technology.  Developing Zenoh, an open-source protocol designed to enable efficient and scalable distributed systems for applications such as autonomous systems, drones, and robotics.  Always exploring new technologies!"},"en":{"name":"Yuyuan Yuan","bio":"A Rustacean working in ZettaScale Technology.  Developing Zenoh, an open-source protocol designed to enable efficient and scalable distributed systems for applications such as autonomous systems, drones, and robotics.  Always exploring new technologies!"}},{"id":"QZQJ78","avatar":"https://pretalx.coscup.org/media/avatars/QZQJ78_4ffy909.jpg","zh":{"name":"Samuel Giddins","bio":"Samuel is the Security Engineer in Residence at Ruby Central, leading security efforts across RubyGems and RubyGems.org by day (and sometimes by night, CVEs never sleep). He's been working on Ruby tooling for the past decade, and has shipped hundreds of bugs across RubyGems & Bundler."},"en":{"name":"Samuel Giddins","bio":"Samuel is the Security Engineer in Residence at Ruby Central, leading security efforts across RubyGems and RubyGems.org by day (and sometimes by night, CVEs never sleep). He's been working on Ruby tooling for the past decade, and has shipped hundreds of bugs across RubyGems & Bundler."}},{"id":"LJBY3J","avatar":"https://pretalx.coscup.org/media/avatars/LJBY3J_nvEWE1q.jpeg","zh":{"name":"chang sho","bio":"資深數位行銷人、策略人，資深斜槓愛好者。想要挖掘這片土地更多美好的人事物出來，讓全世界閃瞎了眼：）"},"en":{"name":"chang sho","bio":"資深數位行銷人、策略人，資深斜槓愛好者。想要挖掘這片土地更多美好的人事物出來，讓全世界閃瞎了眼：）"}},{"id":"LWAJWY","avatar":"https://pretalx.coscup.org/media/avatars/LWAJWY_95QEQ4O.png","zh":{"name":"yilin","bio":"Yi-Lin Guo是一個高中生，就讀於台灣台北市立陽明高級中學二年級。他對 OS 的開發非常有興趣，包含scheduler、memory management。同時他也在學習演算法的設計。\r\n\r\nYi-Lin Guo is a high school student in the second year at Taipei Municipal Yangming High School in Taiwan. He is very interested in OS development, including schedulers and memory management. At the same time, he is also learning algorithm design."},"en":{"name":"yilin","bio":"Yi-Lin Guo是一個高中生，就讀於台灣台北市立陽明高級中學二年級。他對 OS 的開發非常有興趣，包含scheduler、memory management。同時他也在學習演算法的設計。\r\n\r\nYi-Lin Guo is a high school student in the second year at Taipei Municipal Yangming High School in Taiwan. He is very interested in OS development, including schedulers and memory management. At the same time, he is also learning algorithm design."}},{"id":"RR8CLR","avatar":"https://pretalx.coscup.org/media/avatars/%E8%AC%9B%E8%80%85%E5%A4%A7%E9%A0%AD%E7%85%A7-%E5%AE%8B%E5%B2%A1%E8%AB%BA_1Rz9II5.jpg","zh":{"name":"Johnny Sung","bio":"一個往 DevOps 與後端前進的開發人，從 App 原生開發到 DevOps 與容器化皆有一些涉略。\r\n現為甲方公司的技術推廣者，不定時會在各社群出沒，喜歡玩一些有意思的東西。"},"en":{"name":"Johnny Sung","bio":"一個往 DevOps 與後端前進的開發人，從 App 原生開發到 DevOps 與容器化皆有一些涉略。\r\n現為甲方公司的技術推廣者，不定時會在各社群出沒，喜歡玩一些有意思的東西。"}},{"id":"UH8GLX","avatar":"https://pretalx.coscup.org/media/avatars/UH8GLX_lZ8om57.jpg","zh":{"name":"紀煜豪/Samba Chi","bio":"Principal Engineer at MiTAC.\r\n神雲科技開源韌體處主任工程師"},"en":{"name":"紀煜豪/Samba Chi","bio":"Principal Engineer at MiTAC.\r\n神雲科技開源韌體處主任工程師"}},{"id":"8NATHN","avatar":"https://pretalx.coscup.org/media/avatars/8NATHN_zGzAl69.jpg","zh":{"name":"Lorex","bio":"[矽塔資訊服務有限公司](https://sita.tech)創辦人、[中華民國軟體自由協會](https://slat.org/)理事長、[社團法人台灣醫療影像資訊標準協會](https://www.dicom.org.tw/)理事，以及曾經（不小心）憑一篇 [GitHub issue](https://github.com/ITRI-BDL-D/CQL-Project-template/issues/9) 促成工程師不分派系大團結的辣個男人。\r\n\r\n1. 主要研究領域：電子病歷互通標準（HL7 FHIR）\r\n2. 具多年 FHIR 標準、醫學資訊相關系統開發與教育訓練經驗，專長進行系統整合與產業創新\r\n3. 開源愛好者，致力於~~洗腦~~推廣政府機關、醫院與企業單位擁抱開源解決方案的懷抱\r\n4. 吃火鍋堅持不加芋頭\r\n\r\n肝臟夠新鮮嗎？對醫資有興趣嗎？歡迎一起交流~\r\nGitHub：https://github.com/Lorex/"},"en":{"name":"Lorex","bio":"[矽塔資訊服務有限公司](https://sita.tech)創辦人、[中華民國軟體自由協會](https://slat.org/)理事長、[社團法人台灣醫療影像資訊標準協會](https://www.dicom.org.tw/)理事，以及曾經（不小心）憑一篇 [GitHub issue](https://github.com/ITRI-BDL-D/CQL-Project-template/issues/9) 促成工程師不分派系大團結的辣個男人。\r\n\r\n1. 主要研究領域：電子病歷互通標準（HL7 FHIR）\r\n2. 具多年 FHIR 標準、醫學資訊相關系統開發與教育訓練經驗，專長進行系統整合與產業創新\r\n3. 開源愛好者，致力於~~洗腦~~推廣政府機關、醫院與企業單位擁抱開源解決方案的懷抱\r\n4. 吃火鍋堅持不加芋頭\r\n\r\n肝臟夠新鮮嗎？對醫資有興趣嗎？歡迎一起交流~\r\nGitHub：https://github.com/Lorex/"}},{"id":"EXVKYY","avatar":"https://pretalx.coscup.org/media/avatars/EXVKYY_8kc7F3t.png","zh":{"name":"刘天栋","bio":"\"开源社联合创始人｜ASF member、Apache 项目孵化器导师；\r\n领英：https://www.linkedin.com/in/liuted\""},"en":{"name":"刘天栋","bio":"\"开源社联合创始人｜ASF member、Apache 项目孵化器导师；\r\n领英：https://www.linkedin.com/in/liuted\""}},{"id":"RJLZRY","avatar":"https://pretalx.coscup.org/media/avatars/RJLZRY_iPzjxaf.jpg","zh":{"name":"紀登耀 / TengYao Chi","bio":"二十一世紀的又一個軟體工程師，也是 Apache Kafka Committer。\r\n在過去一年裡，主要的貢獻是AsyncKafkaConsumer、Next-Generation Group Coordinator 和 Log4j2 的遷移。\r\n白天上班，晚上開源，假日審閱。\r\n\r\nTengYao is a software engineer by day, an open-source contributor by night.\r\nIn the past year, he had the most commits to Apache Kafka across all contributors in the last 12 months. Most of his contributions are for the async consumer, the next-generation group coordinator protocol, and the migration of log4j2.\r\n\r\nGithub: [frankvicky](https://github.com/frankvicky)"},"en":{"name":"紀登耀 / TengYao Chi","bio":"二十一世紀的又一個軟體工程師，也是 Apache Kafka Committer。\r\n在過去一年裡，主要的貢獻是AsyncKafkaConsumer、Next-Generation Group Coordinator 和 Log4j2 的遷移。\r\n白天上班，晚上開源，假日審閱。\r\n\r\nTengYao is a software engineer by day, an open-source contributor by night.\r\nIn the past year, he had the most commits to Apache Kafka across all contributors in the last 12 months. Most of his contributions are for the async consumer, the next-generation group coordinator protocol, and the migration of log4j2.\r\n\r\nGithub: [frankvicky](https://github.com/frankvicky)"}},{"id":"9HEVK3","avatar":"https://pretalx.coscup.org/media/avatars/9HEVK3_hYraIzA.jpg","zh":{"name":"Cedric Liu","bio":"I am an AI product designer and technical consultant, helping creative and craft-based businesses adopt scalable tools using Odoo, Docker, and open APIs. My work blends UX, automation, and open source."},"en":{"name":"Cedric Liu","bio":"I am an AI product designer and technical consultant, helping creative and craft-based businesses adopt scalable tools using Odoo, Docker, and open APIs. My work blends UX, automation, and open source."}},{"id":"GDQ3EW","avatar":"https://pretalx.coscup.org/media/avatars/GDQ3EW_nUulOJF.jpg","zh":{"name":"洪哲賢","bio":"長期與 Wikidata Taiwan 合作的獨立譯者。"},"en":{"name":"洪哲賢","bio":"長期與 Wikidata Taiwan 合作的獨立譯者。"}},{"id":"JBMTJ8","avatar":"https://pretalx.coscup.org/media/avatars/JBMTJ8_1DI1pFd.JPG","zh":{"name":"Kuan-Wei Chiu 邱冠維","bio":"邱冠維目前就讀於國立陽明交通大學資訊科學與工程研究所，專注於作業系統與系統軟體的設計與優化。目前是 Linux Kernel 中 min heap 函式庫的維護者，並長期投入於開源專案的開發與維護，關注底層架構效能、可攜性與程式碼品質等議題。過去也曾在 Yahoo、Logitech、Google 與 AMD 等公司實習，具備豐富的系統軟體開發經驗。\r\n\r\nKuan-Wei Chiu is currently a graduate student at the Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University, focusing on operating systems and systems programming. He is the maintainer of the min heap library in the Linux Kernel and has been actively involved in the development and maintenance of open source projects, with particular interest in low-level performance, portability, and code quality. He has previously interned at Yahoo, Logitech, Google, and AMD, gaining extensive experience in systems software development."},"en":{"name":"Kuan-Wei Chiu 邱冠維","bio":"邱冠維目前就讀於國立陽明交通大學資訊科學與工程研究所，專注於作業系統與系統軟體的設計與優化。目前是 Linux Kernel 中 min heap 函式庫的維護者，並長期投入於開源專案的開發與維護，關注底層架構效能、可攜性與程式碼品質等議題。過去也曾在 Yahoo、Logitech、Google 與 AMD 等公司實習，具備豐富的系統軟體開發經驗。\r\n\r\nKuan-Wei Chiu is currently a graduate student at the Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University, focusing on operating systems and systems programming. He is the maintainer of the min heap library in the Linux Kernel and has been actively involved in the development and maintenance of open source projects, with particular interest in low-level performance, portability, and code quality. He has previously interned at Yahoo, Logitech, Google, and AMD, gaining extensive experience in systems software development."}},{"id":"93PTX3","avatar":"https://pretalx.coscup.org/media/avatars/93PTX3_R21epaF.jpg","zh":{"name":"ali","bio":"嗨，我是 ali。寫過 CLI，拆過 bytecode。曾經熱愛系統級控制，現在更愛寫 prompt。最拿手的是把一堆不想講話的系統（SNMP、Solana RPC、AI 模型）拼起來，讓它們自己說故事。喜歡用 n8n 做 workflow，不是因為不會寫 code，而是因為不想每次都自己寫一樣的 code。\r\n我曾經待過一個團隊，後來被捲款了，留下我和幾個一臉矇的工程師。從那之後我學會了兩件事：一、永遠 export workflow JSON；二、不要相信在 BD 聚會上說「我很懂技術」的人。\r\n平常會自己架服務器跑 Ollama，邊喝咖啡邊讓 LLM 幫我審計合約、寫筆記、算錢。喜歡自動化，也喜歡把自動化做得有點可愛。來 COSCUP 想分享一些 workflow、一些坑，還有一些工程師才懂的浪漫。"},"en":{"name":"ali","bio":"嗨，我是 ali。寫過 CLI，拆過 bytecode。曾經熱愛系統級控制，現在更愛寫 prompt。最拿手的是把一堆不想講話的系統（SNMP、Solana RPC、AI 模型）拼起來，讓它們自己說故事。喜歡用 n8n 做 workflow，不是因為不會寫 code，而是因為不想每次都自己寫一樣的 code。\r\n我曾經待過一個團隊，後來被捲款了，留下我和幾個一臉矇的工程師。從那之後我學會了兩件事：一、永遠 export workflow JSON；二、不要相信在 BD 聚會上說「我很懂技術」的人。\r\n平常會自己架服務器跑 Ollama，邊喝咖啡邊讓 LLM 幫我審計合約、寫筆記、算錢。喜歡自動化，也喜歡把自動化做得有點可愛。來 COSCUP 想分享一些 workflow、一些坑，還有一些工程師才懂的浪漫。"}},{"id":"J39RLR","avatar":"https://pretalx.coscup.org/media/avatars/J39RLR_tuDsXGo.png","zh":{"name":"vincentxu","bio":"我是一位從教育現場出發、靠自學轉職成為軟體工程師的實踐者。為了解決自學者在學習旅程中遇到的孤單與資源落差，我從 2020 年開始打造 Side Project「島島阿學」，試圖建立一個由學生、老師與家長共創的民主學習平台。\r\n\r\n專案初期以 WordPress 快速實作原型，並在後續遷移至 Next.js 搭配 Cloudflare Serverless 架構，利用 Notion 作為資料後台進行迭代開發。隨著功能需求增加，我重新打造後端架構，改為 Next.js + Node.js（Express）+ PostgreSQL，以提高資料結構彈性與系統維護性。\r\n\r\n透過這個過程，我實際學會了前後端整合、Serverless 部署、資料庫設計、API 開發與系統架構重構。更重要的是，我學會如何根據用戶需求快速驗證想法、持續迭代，並在實作中提升技術能力。\r\n\r\n除了開發，我也長期參與推廣 Side Project ，發起 Side Project Taiwan社群。對我來說，技術不只是工具，而是連結人、實現理想、推動教育創新的力量。"},"en":{"name":"vincentxu","bio":"我是一位從教育現場出發、靠自學轉職成為軟體工程師的實踐者。為了解決自學者在學習旅程中遇到的孤單與資源落差，我從 2020 年開始打造 Side Project「島島阿學」，試圖建立一個由學生、老師與家長共創的民主學習平台。\r\n\r\n專案初期以 WordPress 快速實作原型，並在後續遷移至 Next.js 搭配 Cloudflare Serverless 架構，利用 Notion 作為資料後台進行迭代開發。隨著功能需求增加，我重新打造後端架構，改為 Next.js + Node.js（Express）+ PostgreSQL，以提高資料結構彈性與系統維護性。\r\n\r\n透過這個過程，我實際學會了前後端整合、Serverless 部署、資料庫設計、API 開發與系統架構重構。更重要的是，我學會如何根據用戶需求快速驗證想法、持續迭代，並在實作中提升技術能力。\r\n\r\n除了開發，我也長期參與推廣 Side Project ，發起 Side Project Taiwan社群。對我來說，技術不只是工具，而是連結人、實現理想、推動教育創新的力量。"}},{"id":"CXXEK8","avatar":"https://pretalx.coscup.org/media/avatars/CXXEK8_jFFwnPp.png","zh":{"name":"江冠霆","bio":"江冠霆就讀於國立成功大學工程科學研究所，專注於嵌入式系統，曾投入 RISC-V 指令集模擬器、Linux 核心模組，和近期的 NPU/FPGA 等開發。"},"en":{"name":"江冠霆","bio":"江冠霆就讀於國立成功大學工程科學研究所，專注於嵌入式系統，曾投入 RISC-V 指令集模擬器、Linux 核心模組，和近期的 NPU/FPGA 等開發。"}}],"session_types":[{"id":116,"zh":{"name":"Talk - bonus round submission"},"en":{"name":"Talk - bonus round submission"}},{"id":113,"zh":{"name":"Talk"},"en":{"name":"Talk"}},{"id":117,"zh":{"name":"workshop/panel"},"en":{"name":"workshop/panel"}},{"id":97,"zh":{"name":"Talk - early bird submission"},"en":{"name":"Talk - early bird submission"}}],"rooms":[{"id":79,"zh":{"name":"TR213"},"en":{"name":"TR213"}},{"id":93,"zh":{"name":"TR513"},"en":{"name":"TR513"}},{"id":88,"zh":{"name":"TR412-2"},"en":{"name":"TR412-2"}},{"id":72,"zh":{"name":"RB102"},"en":{"name":"RB102"}},{"id":78,"zh":{"name":"TR212"},"en":{"name":"TR212"}},{"id":73,"zh":{"name":"RB105"},"en":{"name":"RB105"}},{"id":74,"zh":{"name":"AU"},"en":{"name":"AU"}},{"id":84,"zh":{"name":"TR409-2"},"en":{"name":"TR409-2"}},{"id":81,"zh":{"name":"TR310-2"},"en":{"name":"TR310-2"}},{"id":89,"zh":{"name":"TR509"},"en":{"name":"TR509"}},{"id":82,"zh":{"name":"TR311"},"en":{"name":"TR311"}},{"id":86,"zh":{"name":"TR411"},"en":{"name":"TR411"}},{"id":91,"zh":{"name":"TR511"},"en":{"name":"TR511"}},{"id":87,"zh":{"name":"TR412-1"},"en":{"name":"TR412-1"}},{"id":92,"zh":{"name":"TR512"},"en":{"name":"TR512"}},{"id":83,"zh":{"name":"TR313"},"en":{"name":"TR313"}},{"id":76,"zh":{"name":"TR210"},"en":{"name":"TR210"}},{"id":90,"zh":{"name":"TR510"},"en":{"name":"TR510"}},{"id":71,"zh":{"name":"RB101"},"en":{"name":"RB101"}},{"id":77,"zh":{"name":"TR211"},"en":{"name":"TR211"}},{"id":75,"zh":{"name":"TR209"},"en":{"name":"TR209"}},{"id":96,"zh":{"name":"Hallway outside TR309"},"en":{"name":"Hallway outside TR309"}},{"id":97,"zh":{"name":"Hallway outside TR409"},"en":{"name":"Hallway outside TR409"}},{"id":94,"zh":{"name":"TR514"},"en":{"name":"TR514"}},{"id":80,"zh":{"name":"TR214"},"en":{"name":"TR214"}},{"id":85,"zh":{"name":"TR410"},"en":{"name":"TR410"}},{"id":95,"zh":{"name":"TR515"},"en":{"name":"TR515"}},{"id":99,"zh":{"name":"TR6F"},"en":{"name":"TR6F"}}]}