But I’ve come full circle and have gone back to hand coding after a couple years of fighting LLMs. I’m tired of coaxing their style and fixing their bugs - some of which are just really dumb and some are devious.
Artisanal hand craft for me!
But I’ve come full circle and have gone back to hand coding after a couple years of fighting LLMs. I’m tired of coaxing their style and fixing their bugs - some of which are just really dumb and some are devious.
Artisanal hand craft for me!
Usually it isn't, though - I just want to pump out code changes ASAP (but not sooner).
It’s just not worth it anymore for anything that is part of an actual product.
Occasionally I will still churn out little scripts or methods from scratch that are low risk - but anything that gets to prod is pretty much hand coded again.
https://github.com/BeehiveInnovations/zen-mcp-server/blob/ma...
It basically uses multiple different LLMs from different providers to debate a change or code review. Opus 4.1, Gemini 2.5 Pro, and GPT-5 all have a go at it before it writes out plans or makes changes.
why are you looking for a shortcut? just do the work.
It is faster, right now, to just write it myself; at least for most things. I definitely want to understand when and how that might change.
Judging from the downvotes, not everybody shares that curiosity.