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Stop Building One Big Agent: The Supervisor Pattern for Production LLM Systems

This story is from 2026-09-25. It is preserved in the archive; the latest stories are on the live feed.

Every agentic AI project I have seen starts the same way. One agent, one system prompt, one growing list of tools. It works beautifully in the demo. Then you add the ninth tool and the agent starts calling the wrong one. You add a tenth and it stops calling any of them. This is not a prompt enginee…

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  1. 2026-09-25 10:03 · DEV Community — AI
    Stop Building One Big Agent: The Supervisor Pattern for Production LLM Systems

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