Amazon Bedrock AgentCore now includes observability tools for tracing and monitoring AI agents. The platform supports frameworks like LangGraph and CrewAI across multi-cloud and on-premises environments. While native tracing is limited to the AWS Cloud runtime, it provides analytics that standard cloud monitoring tools lack. Developers can now better debug complex agentic workflows.