Man, I think that code is still the artifact that we produce as developers. Code is the truth. I don't find it difficult or super time consuming to just... read the code, either. I've highlighted quite a few issues with LLM/Agent output from just glancing at the code.

I'll let you know how it goes... My new VP of engineering is a 'no looking at code' type of guy and is ripping 10K LOC PRs / Docs / plans against our 25 year old codebase and I would not say that they're 'good' PRs.

Maybe I'm completely wrong, but I think reading the code is more valuable than ever when working in a full-stack / small company role. I can tell you exactly what the business logic or functionality is for a certain piece of our system, in truth, without having to step through and make sense of ambiguous docs (that were also AI generated).

(I have a sneaking suspicion that in two years or less, my small team is going to significantly compromise the integrity of this codebase. Maybe by then we can refactor with GPT 12.)