We containerize applications using Docker to create lightweight, portable environments. For managing these containers at scale, we set up and maintain Kubernetes clusters on services like Amazon EKS, Azure AKS, and Google GKE. This enables automated deployment, scaling, and operation of applications across a distributed system.