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The best LLM for code right now, in my opinion, is still Claude 3.5 Sonnet.

The big challenge is figuring out how to use it. I usually like working at the function level: I figure out the exact function signature I want in Python or JavaScript and then get Claude to implement it for me.

Claude Artifacts are neat too: Claude can build a full HTML+JavaScript UI, and then iterate on it. I use this for interactive UI prototypes and building small tools.

I've published a whole lot of notes on this stuff here: https://simonwillison.net/tags/ai-assisted-programming/



I found it easiest to use Aider with Claude. It's also IDE independent.




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