Building robust multi-agent AI systems requires focusing on effective handoff mechanisms rather than just improving individual agent intelligence. Developers must ensure explicit contracts, verification steps, and recovery plans at each interaction point to prevent common failures like schema mismatches and lost context. Implementing these principles can lead to more reliable and maintainable production systems.
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