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Multi-Agent System Failure Taxonomy (MAST)

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20:26

2026-09-16

superml.dev

ai-agents

Why Multi-Agent Systems Break at the Handoff

A failure taxonomy built from more than 1,600 annotated traces across seven multi-agent frameworks including AutoGen, CrewAI, LangGraph and OpenAI Swarm found that roughly 79% of multi-agent failures …

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UC Berkeley 1 AutoGen 1 CrewAI 1 LangGraph 1 OpenAI Swarm 1 Sentry 1

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