Docker by itself is only an engine powering containers. You need a containership to run it in production. CoreOS is a purpose-built containership that powers Docker conatiners, however, without higher-level orchestration managing hundreds or thousands of containers is not manageable. Ensemble is the answer for running containers at scale on top of CoreOS.