Learn how to build agentic AI systems that automate Amazon EKS cluster management through this AWS re:Invent 2025 conference talk. Discover techniques for creating AI agents that perform real-time issue diagnosis and provide guided remediation for Kubernetes operations. Explore how agents can connect with AWS services using Model Context Protocol (MCP) to simplify operational tasks including incident response and debugging workflows. Watch a live coding demonstration that shows how agentic systems can leverage organizational tribal knowledge to deliver contextual troubleshooting assistance and implement automated remediation processes. Gain insights into best practices for enhancing EKS operations through AI-powered automation, including strategies for building intelligent systems that can diagnose cluster issues, provide step-by-step remediation guidance, and integrate seamlessly with existing AWS infrastructure and operational workflows.