AI is powerful, but it’s also one of the most misunderstood technologies.
We 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.
In this talk, I’m not talking about a single tool, but rather, how to start designing from requirements:
How 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?
How 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.
How to go through the process from prototype to productization: performance, cost, data privacy, error handling, feedback mechanism, all are pitfalls.
I’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.)