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Local LLM for Pair Programming: Should You Buy a GPU or Use Your MacBook Pro?

Local LLM for Pair Programming: Should You Buy a GPU or Use Your MacBook Pro?

自架 AI 程式碼助手:買 GPU 還是用 MacBook Pro?

You've probably tried Claude or ChatGPT for coding and loved it — but what if you could run that same power locally, right in your IDE, without sending your code to the cloud? That's the dream of local LLMs (large language models), and it's actually getting real. The question is: do you need to drop money on a dedicated GPU, or can your MacBook Pro handle it? This person is exploring exactly that — they want an AI pair programmer that understands their entire codebase (whether it's Rust, Python, Go, or React) and can write code directly into their editor. Cloud models work great, but local means faster, private, and no API costs. The tradeoff? Setup complexity and whether your machine can actually run it smoothly. Worth digging into if you're tired of context-switching between your IDE and ChatGPT.