Modern environments such as Kubernetes and serverless, have made it easy to manage and scale microservices but observability into these environments is still a challenge for DevOps. In this session, we will describe how to use request flows to build intuition about your architecture and build resilient applications. We will also dive into correlating metrics, events, & logs using distributed tracing, and creating alerts for anomalies detected in your environments.