Stop Asking LLMs to Analyze Code. Compile Their Memory Instead.
Most engineers try to make LLMs better at program analysis by feeding them more code. The real breakthrough happens when you stop asking the model for answers and start compiling its memory into deterministic Datalog queries. Here is the accidental discovery that finally tames LLM unreliability.