I spent Dry January working on a new coding project and since all my nerd friends have been telling me to try to code with LLM's I gave it a shot and signed up to Google Gemini...

All I can say is "holy shit, I'm a believer." I've probably got close to a year's worth of coding done in a month and a half.

Busy work that would have taken me a day to look up, figure out, and write -- boring shit like matplotlib illustrations -- they are trivial now.

Things that are ideas that I'm not sure how to implement "what are some different ways to do this weird thing" that I would have spend a week on trying to figure out a reasonable approach, no, it's basically got two or three decent ideas right away, even if they're not perfect. There was one vectorization approach I would have never thought of that I'm now using.

Is the LLM wrong? Yes, all the damn time! Do I need to, you know, actually do a code review then I'm implementing ideas? Very much yes! Do I get into a back and forth battle with the LLM when it gets starts spitting out nonsense, shut the chat down, and start over with a newly primed window? Yes, about once every couple of days.

It's still absolutely incredible. I've been a skeptic for a very long time. I studied philosophy, and the conceptions people have of language and Truth get completely garbled by an LLM that isn't really a mind that can think in the way we do. That said, holy shit it can do an absolute ton of busy work.

Because frameworks don’t have bugs? Or unpredictable dependency interactions?

This is generous, to the say the least.

In practice using someone else’s framework means you’re accepting the risk of the thousands of bugs in the framework that have no relevance to your business use case and will never be fixed.

> better to not have bugs in the first place

you must have never worked on any software project ever