🤖 AI Dev Tools

I Built a No-BS AI Codebase Assistant from Scratch — And It Crushes the Hype Machines

Paste a GitHub link into Cursor or whatever's hot this week — get garbage back. I built my own AI codebase assistant instead. Runs local, understands your code, no subscriptions.

Terminal output of AI codebase assistant answering code query accurately

⚡ Key Takeaways

  • Build your own local AI codebase assistant in minutes using open-source tools — no hype, just results. 𝕏
  • Demystifies commercial tools: it's all embeddings + vector search + LLM synthesis. 𝕏
  • Saves hours on large repos; extendable for production without vendor lock-in. 𝕏
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Originally reported by dev.to

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