He actually did have a backup, because the company is only normal-stupid and not deliberate-stupid, they had a DB checkpoint he could roll back to.

The LLM, of course, went with the path of least resistance once it started down the "oh no I fucked up" completion prompt, and claimed they had no such checkpoint.

Don't use LLM for fact things, kids.