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Behind the promise of AI SRE lies a complex problem: how do you build multi-agent systems that reason across the full production context across code, infrastructure, observability signals, and tribal knowledge, to deliver answers, not just data? In this session, dive into what it takes to architect AI that performs autonomous root cause in minutes and enables intuitive vibe debugging for everyday engineering. Learn how to abstract away the complexity for engineers, and how enterprises are adopting Resolve AI to accelerate decision-making, reduce toil, and move beyond the limits of traditional observability and the new challenges created by coding agents. This presentation is brought to you by Resolve AI, an AWS Partner. Learn more: AWS re:Invent: https://go.aws/reinforce. More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #AWSreInvent #AWSreInvent2025 #AWS