Amazon Bedrock AgentCore now provides native tracing and analytics for agents built with frameworks like LangGraph and CrewAI. The tool monitors performance across AWS, on-premises, and multi-cloud environments. It fills a gap where standard cloud monitoring tools lack agent-specific insights. Practitioners can now optimize agentic workflows regardless of the underlying model.