[{"data":1,"prerenderedAt":47},["ShallowReactive",2],{"reinvent2025-cns413":3},{"id":4,"title":5,"YouTubeChannelID":6,"banner":6,"contributors":7,"description":6,"extension":10,"introBox":11,"meta":14,"pdf":15,"resources":18,"stem":45,"type":6,"video":6,"videos":6,"__hash__":46},"reinvent2025\u002Freinvent2025\u002Fcns413.json","CNS413: Unveiling Amazon ECS Workloads with AWS Observability and Agentic AI",null,[8,9],"content\u002Fcontributors\u002Felamaran-shanmugam.json","content\u002Fcontributors\u002Fmikhail-shapirov.json","json",{"headline":12,"text":13},"Resources for CNS413: Unveiling Amazon ECS workloads with AWS observability and agentic AI","As containerized workloads grow in complexity, traditional observability approaches struggle to keep pace. Discover how generative AI transforms Amazon ECS workload observability by turning overwhelming data into actionable insights. This chalk talk demonstrates Amazon CloudWatch Investigations' AI capabilities that automatically analyze container telemetry, generate root-cause hypotheses, and provide targeted remediation suggestions, dramatically reducing MTTR. We'll showcase seamless integration between CloudWatch Investigations, Container Insights, and Amazon Managed Prometheus, building unified solutions that transform reactive monitoring into proactive, intelligent observability of your workloads on Amazon ECS.",{},{"source":16,"headline":17},"https:\u002F\u002Fserverlessland.s3.us-east-1.amazonaws.com\u002Fpdf\u002Freinvent2025\u002FCNS413.pdf","Slides from the presentation",{"left":19,"right":32},[20,27],{"headline":21,"subheading":22,"text":23,"button":24},"Observe your Agentic AI apps hosted anywhere","AWS CLoudOps Show","Build Your Way Develop your agents using Strands SDK, LangChain, or your preferred framework - CloudWatch integrates with them all!",{"text":25,"link":26},"Watch","https:\u002F\u002Fwww.youtube.com\u002Flive\u002FoS1vBeidLNs?si=8OST5yBeW85J7SeV",{"headline":28,"subheading":28,"text":28,"button":29},"ECS Immersion Day",{"text":30,"link":31},"Workshop","https:\u002F\u002Fecsworkshop.com",[33,39],{"headline":34,"subheading":35,"text":36,"button":37},"Best practices for container observability","AWS re:Invent 2023 Video","In the fast-paced world of containerized applications and environments, achieving comprehensive observability is crucial for ensuring optimal performance, reliability, and user experience. Join this session to delve into the best practices for container observability. Discover how to effectively monitor, analyze, and troubleshoot your Amazon EKS and Amazon ECS environments with AWS observability. Learn about best practices that can help you eliminate manual management of agents and optimize resource allocation while giving you insights into your containerized workloads.",{"text":25,"link":38},"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=obvOzws2EOE",{"headline":40,"subheading":41,"text":40,"button":42},"ECS Digital Badge","Digital Badge",{"text":43,"link":44},"Will Launch at re:Invent","https:\u002F\u002Fs12d.com\u002Fecsdigitalbadge","reinvent2025\u002Fcns413","wxm2K0xDGt39wg5AUC5LdT3cOthaWYnerWxmrg4LHNM",1792578931582]