I Was the Retrieval Layer

I once spent half a day debugging code that was completely correct. The problem wasn't the logic. The problem was that the functions the LLM had written didn't exist. Not deprecated. Not renamed. Never existed. Here's what had happened: I caught the model using an outdated API parameter and corrected it. Instead of fixing the issue, it started compensating: hallucinating function names, inventing method signatures, generating plausible-looking code that had no basis in reality. The more I pushed