教程 / 实战普通
How We Cut 70% of Multi-Agent Token Waste by Replacing Supervisor LLMs with Typed State Machines
内容摘要
Why supervisor LLM agents create infinite retry loops and silent token inflation, and how to replace hierarchical supervisor loops with deterministic typed state transitions.