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Explore comprehensive observability strategies for traditional applications and generative AI workloads using Amazon CloudWatch in this AWS re:Invent 2025 conference session. Discover how to address critical challenges in generative AI monitoring, including understanding end-user outcomes, AI performance metrics, health indicators, accuracy measurements, and quality assessments at scale. Learn to tackle common issues such as high latency, excessive token consumption, and unexpected errors through CloudWatch's pre-built dashboards and monitoring capabilities. Gain insights into implementing observability practices that enhance reliability across your entire application stack, from traditional software systems to cutting-edge AI-powered workloads. Master the tools and techniques needed to maintain optimal performance and user experience in both conventional and AI-driven applications through effective monitoring and observability strategies.
