It turns out that as the models get better, shorter and shorter prompts perform better than more complex ones.

The LLMs are good at navigating a superposition of possibility; if you give them too structured an envelope, you cut off some of the possibilities.

A friend: "the more I use these LLM coding tools the shorter and shorter my prompts become and this is concerning to me from an existential perspective."