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 currently requires the AgentCore runtime on AWS, the tool provides analytics that standard cloud monitoring lacks. Practitioners gain better visibility into agent performance.