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Large Language Models for Production Codebases

Opus, Gemini 3, and MiniMax M2.1 are the first models I've thrown at major code bases like Rails and Basecamp where I've been genuinely impressed. By no means perfect, and you couldn't just let them vibe, but the speed-up is now undeniable.

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