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This article explains how to monitor AI agent applications on Amazon Bedrock AgentCore using Grafana Cloud. It covers deployment, observability with OpenTelemetry, and how to debug and optimize performance while tracking costs. A step-by-step tutorial guides you through creating a research assistant agent.