docker context use aci-westus. First lets fix the pipeline. I just stopped using Azure DevOps resource- and service containers and started using Docker Compose instead. I was already using Docker Compose for my local development so it was simple to get going. Creating a new Azure Web App for Containers. Once you have the context selected, it is just Docker. You can run individual containers. Remove all resource containers and service containers. In brief, it's a four-container application: 1.) Are there any further articles about how to use images using the docker-compose method using images from Azure Container Registry? Python API backend with flask, 3.) React.js front end, 2.) python worker for job execution. It's more simple to deploy no matter the the docker image or Azure Web App service. Push your Docker container image to Azure. Azure Container Service and Docker Cloud can be categorized as "Containers as a Service" tools. And you can run multiple containers with Docker Compose; look at Awesome Compose to find a compose file to try out. Now let's take Docker CLI example from above and deploy it on Azure Web Apps for Containers! Now go back to PowerShell and execute the command to create the containers: docker-compose up -d. Now let´s verify that the containers are up and running, open in your browser: localhost:8000. And the docker compose is more helpful for multi services. Now we are going to use Docker Compose can to build Docker images and then later on deploy these images to our Azure Container Service. This post is about deploying a multi-container app to azure app service using Docker compose. azure-pipelines-ci.yml Open the Azure Portal, go to "Create a resource" and search for "Web App for Containers". To build the Docker image you can run the docker-compose.yml file with the following command: docker-compose up -d -f "C:\ACSPoc\Azure ContainerServicePoc\docker-compose.yml" Login to your Azure Container Registry: docker login azureadventcalendar.azurecr.io Some of the features offered by Azure Container Service are: Create a container hosting solution optimized for Azure; Scale and orchestrate applications using Apache Mesos or Docker Swarm; Use popular open source, client-side tooling Once you have your Docker Context, you can tell Docker to switch to using it by default. It allows us to use the tool (almost) everyone is familiar with (Docker) while leveraging the benefits of running in Cloud and using Containers as a Service (CaaS) in Azure. redis server for job queing, 4.) Docker Compose - a working solution. In the portal, click on Create New, search for Web App and select the Web App option. 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