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From Local LLM to Autonomous Agent: Building AI-Driven Dev Tools That Actually Stay in Their Lane

This story is from 2026-10-07. It is preserved in the archive; the latest stories are on the live feed.

Originally published on tamiz.pro . Every developer tool powered by an LLM eventually hits the same wall: the model does something you didn't ask for. It rewrites a file it wasn't supposed to touch, calls an API that doesn't exist in your registry, or spawns a sub-agent that spirals into recursive…

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  1. 2026-10-07 12:02 · DEV Community — AI
    From Local LLM to Autonomous Agent: Building AI-Driven Dev Tools That Actually Stay in Their Lane

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