> Software engineers who use LLMs should save a curated prose document describing the software, alongside the code that was generated from it.

That sounds great! Though software engineers are all about being lazy - typically in a good way. So I expect in practice they'll use LLMs to generate some code, iterate a few times until it works well enough for them, and then have the LLM generate "a curated prose document describing the software..."