>The filesystem is a great tool to get around the lack of memory and state in LLMs and should be used more often.

This feels a bit like rediscovering stateless programming. Obviously the filesystem contents can actually change, but the idea of an idempotent result when running the same AI with the same command(s) and getting the same result would be lovely. Even better if the answer is right.

If it's consistent one way or the other it would be great: consistently wrong, correct it, consistently right, reward it. It's the unpredictability and inconsistency that's a problem.