Fixing stuff by driving an LLM to do it seems like a distinct skill unto itself. It’s kind of this blend of your normal debugging skills, carefully managing what goes into the LLM and carefully constructing your requests.

For me at least it’s the one thing that feels like a novel new skill to learn more than anything else. Normal LLM prompting feels like just an extension of the mental process I’d use when coding and designing in a way that trying to get the LLM to fix things kind of doesn’t.