Amazon Bedrock AgentCore now provides native tracing and analytics for agents built with frameworks like LangGraph and CrewAI. The tool monitors performance across AWS Lambda, EKS, and on-premises environments. It solves the visibility gap inherent in multi-cloud deployments. Practitioners can now optimize agentic workflows using centralized monitoring regardless of the underlying cloud provider.