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How We Cut 70% of Multi-Agent Token Waste by Replacing Supervisor LLMs with Typed State Machines

This story is from 2026-09-23. It is preserved in the archive; the latest stories are on the live feed.

If you have built a multi-agent AI system over the past two years, you have almost certainly encountered what we call the Supervisor Tax . The pattern usually starts with clean intentions: you have 3–4 specialized subagents (a researcher, an executor, an evaluator, and a reporter) coordinated by a…

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  1. 2026-09-23 15:22 · DEV Community — AI
    How We Cut 70% of Multi-Agent Token Waste by Replacing Supervisor LLMs with Typed State Machines

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