State Machine - Tag - Daily Deep Think https://blog.baifan.site/en/tags/state-machine/ State Machine - Tag - Daily Deep Think Hugo -- gohugo.ioenblog@baifan.site (ByF) blog@baifan.site (ByF)Wed, 12 Aug 2026 14:33:59 +0800 Multi-Agent Collaboration: Value From Structure, Not Concurrency https://blog.baifan.site/en/multi-agent-technical-core/ Wed, 12 Aug 2026 14:33:59 +0800 ByF https://blog.baifan.site/en/multi-agent-technical-core/

Conclusion first: the value of multi-agent doesn’t come from more models; it comes from the right structure. Multi-agent without structure is just more expensive concurrency — burn 2 to 3 times the tokens to watch a group of models nod at each other. Multi-agent with structure is an execution system that can delegate, parallelize, and verify.

Diagnosis first. A single agent executing complex tasks has five structural defects — blame the execution structure, not the model’s intelligence:

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