“Mirror mirror on the wall please fix my awful code, make no mistakes”

I would be heavily more inclined to use LLMs (and also probably use it in a more correct manner) if it came in the physical form of a magic 8-ball that I would violently shake to get the answer.

That’s a common misconception. It is a complex multi-layer sequence of heavily biased Magic 8-balls.

I wouldn’t be surprised if some stuff (as in architecture) was solved by querying a different model to solve a problem