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AgentCore Observability helps you trace, debug, and monitor agent performance in production environments. It offers detailed visualizations of each step in the agent workflow, enabling you to inspect an agent's execution path, audit intermediate outputs, and debug performance bottlenecks and failures. AgentCore Observability gives you real-time visibility into agent operational performance through access to dashboards powered by Amazon CloudWatch and telemetry for key metrics such as traces, session count, latency, duration, token usage, and error rates. Rich metadata tagging and filtering simplify issue investigation and quality maintenance at scale. AgentCore emits telemetry data in standardized OpenTelemetry (OTEL)-compatible format, enabling you to easily integrate it with your existing monitoring and observability stack. 🔥 What you'll learn In this technical demo, discover how AgentCore Observability helps you: • Monitor agent behavior and performance in real-time • Track decision-making processes step by step • Debug errors and optimize bottlenecks • Integrate with Amazon CloudWatch and third-party tools • Implement OAuth-based security controls • Start observability from day one of development 👨💻 Featured demo Watch how to monitor 1000 deployed agents, dive deep into a web search agent's performance, and set up observability for your own agents in minutes. Learn more: Amazon Bedrock AgentCore: https://go.aws/bedrock-agentcore News Blog: https://go.aws/4lwr9Im ML Blog: https://go.aws/46w9T0R GitHub Toolkit: https://go.aws/4mkyp9X GitHub Samples: https://go.aws/4prg6mq Subscribe to AWS: https://go.aws/subscribe Sign up for AWS: https://go.aws/signup AWS free tier: https://go.aws/free Explore more: https://go.aws/more Contact AWS: https://go.aws/contact Next steps: Explore on AWS in Analyst Research: https://go.aws/reports Discover, deploy, and manage software that runs on AWS: https://go.aws/marketplace Join the AWS Partner Network: https://go.aws/partners Learn more on how Amazon builds and operates software: https://go.aws/library Do you have technical AWS questions? Ask the community of experts on AWS re:Post: https://go.aws/3lPaoPb Why AWS? Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—use AWS to be more agile, lower costs, and innovate faster. #AWS #AmazonWebServices #CloudComputing