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Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations

Photo: AWS Machine Learning

What happened

Multi-agent systems fail in ways traditional monitoring misses. This post presents a dual-layer approach to monitoring production agents: Amazon Bedrock AgentCore Evaluations for continuous quality scoring and AWS DevOps Agent for autonomous infrastructure investigation, shown on a four-agent airline reservation system.

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