As organizations scale production workloads on Kubernetes, platform teams must use advanced monitoring and automated troubleshooting techniques. This hands-on workshop demonstrates how to deploy the Datadog Agent via the Operator and use modern observability features like Kubernetes Remediation and Bits AI. In this workshop, you will learn to visualize cluster health, identify root causes of infrastructure failures using AI-powered analysis, and manage workload scaling during high-traffic events.