Docker containers have brought great opportunities to shorten the deployment process through continuous integration and delivery of applications and microservices. This applies equally to enterprise datacenters as well as the cloud. Jussi, an experienced software architect, discusses solutions and benefits of a deeply-integrated deployment pipeline using technologies such as container management platforms, Docker containers, and the drone.io Cl tool. Jussi also demonstrates deployment of a CI/CD pipeline using container management, as well as show how to deploy a containerized application through a continuous delivery pipeline.