I tried using AI to build an exam system. It worked… until it didn’t.

I didn’t start with the idea of building an exam platform. This actually came from a different problem. We were using AI to generate structured data for APIs, and everything looked fine at first. The responses were correct, nothing obviously wrong. But then things started breaking in production in v