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Explore comprehensive monitoring strategies for hybrid applications that integrate AI agents with traditional software components in this AWS re:Invent conference session. Discover how to leverage Amazon CloudWatch to observe your complete application stack, tracking everything from AI agent decision-making processes and behavioral patterns to conventional infrastructure metrics such as CPU and memory usage. Master practical techniques for monitoring AI agent performance alongside existing application observability, learn to correlate issues between AI components and traditional services, and utilize Amazon CloudWatch's advanced search capabilities for rapid problem identification. Gain insights into how customers implement Amazon CloudWatch Application Signals to maintain system reliability when AI agents interact with conventional workloads, while streamlining troubleshooting processes across complex hybrid environments that blend artificial intelligence with traditional computing infrastructure.
