{"type": "article", "title": "How We Cut 70% of Multi-Agent Token Waste by Replacing Supervisor LLMs with Typed State Machines", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-we-cut-70-of-multi-agent-token-waste-by-replacing-supervisor-llms-with-typed", "original_source": "https://dev.to/anasbuilds997/how-we-cut-70-of-multi-agent-token-waste-by-replacing-supervisor-llms-with-typed-state-machines-4alk", "published": "2026-09-23T15:22:04+00:00", "accessed": "2026-09-23", "id": "how-we-cut-70-of-multi-agent-token-waste-by-replacing-supervisor-llms-with-typed"}