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by Kenneth Leung • Published December 11, 2025 at 12:00 PM
Research

How Agent Handoffs Work in Multi-Agent Systems

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The article introduces LangGraph, a novel framework that enhances multi-agent systems by enabling large language model (LLM) agents to effectively transfer control among themselves. This development addresses a key challenge in multi-agent coordination, allowing for more seamless and efficient collaboration by modeling agent handoffs through structured graph representations, thereby improving system robustness and task management.

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