wtf is acs-engine?

Azure Container Service Engine (acs-engine) is a tool that helps you spin up groups of virtual machines on Microsoft Azure that are pre-configured to run and manage containerized applications. Containers are a way to package software so it runs consistently anywhere, and this tool takes the pain out of setting up the underlying infrastructure to run them at scale. Instead of manually configuring dozens of servers, you write a simple description of what you want, and the tool generates everything Azure needs to build it for you. You start by writing a cluster definition, essentially a settings file where you describe what you want. You pick which orchestration system you want to use (such as Kubernetes, DC/OS, OpenShift, or Docker Swarm), how many machines you need, what size they should be, and other options like storage and networking. The tool then takes that file and produces Azure deployment templates, the blueprint Azure uses to actually create and wire up all the servers, networking, and storage automatically. This is useful for teams running applications in containers on Azure who want control over how their infrastructure is set up. For example, a startup running microservices might use it to create a Kubernetes cluster with exactly the VM sizes and node counts they need, including GPU-optimized machines for machine learning workloads. It supports clusters as large as 1,200 nodes, so it scales from small dev environments to production-grade deployments. One notable aspect of the project is its flexibility. Rather than locking you into one orchestrator or configuration, it lets you mix and match agent pools with different operating systems, VM sizes, and storage types within the same cluster. You can also plug in custom virtual networks and attach extra disks to nodes. The tradeoff is that you need to understand what you're asking for, the cluster definition file gives you a lot of knobs to turn, but the tool doesn't make decisions for you.