I've grown a little annoyed at people just blindly committing AI code.

I don't even have an issue with AI generated code; it's a tool, and if it works you should use it. What bothers me is that we're getting millions of lines of AI generated code, that no one is reading, and I don't see the point; it feels like at this point we're doing the rookie thing of "committing the binary".

I think we would really need determinism to make this a reality [1], but ideally what I would like people to do is only commit the prompts and treat the emitted code similar to how Github releases works today: like a binary artifact. Write your tests by hand, make sure that the prompt always satisfies those tests (and for the love of god please learn property based testing so that you're not just emitting answers that satisfy the test) and then assume that the LLM will give you competent code.

[1] Though not completely! We're already committing code without fully reading it so I'm not convinced determinism completely matters.