During the last few years Microsoft made significant investments to develop services and enable developers that are Non-Microsoft oriented, to host their solutions in the Azure cloud. Azure Container Service enables hosting of dockerized solutions by easy creation of Docker Swarm or Marathon / Mesos clusters. Through the demo you will see how to build and test Docker solution on local machine and then deploy it to the Docker Swarm cluster. After that we will discuss the ways to automate this process into Continuous Integration / Continuous Deployment pipeline.