This guide demonstrates how to set up monitoring for a containerized application orchestrated by Kubernetes using Datadog. It covers collecting Kubernetes and Docker metrics, using Autodiscovery for default and custom check configurations, instrumenting applications to send custom metrics to Datadog, and more. The example used is the guestbook-go application from the Kubernetes project.