This document discusses Zalando's transition to using Kubernetes on AWS. It describes Zalando's motivation for adopting Kubernetes which was to improve resource efficiency, cost efficiency, velocity and cloud independence. It outlines some of the challenges in deploying Kubernetes at scale, such as compliance, deployment processes and ease of use. Zalando developed an in-house Continuous Delivery Platform (CDP) and practices to address these challenges by enabling hands-off, compliant-by-default and secure-by-default Kubernetes deployments.