Three Tools, Three Layers: Sentry, Langfuse, and LangGraph for Multi-Agent Fleets

Multi-agent systems require three distinct layers of visibility: system health, run quality, and workflow state. These layers are addressed by the tools Sentry, Langfuse, and LangGraph, which provide critical insights into errors, agent performance over time, and durable workflows respectively, ensuring high-quality operations in complex multi-agent environments.

This combination helps developers monitor and maintain the integrity of multi-agent systems, enabling them to detect issues early and optimize performance.

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