I am using Rancher (https://github.com/rancher/rancher https://github.com/rancher/rancher) to deploy my containers to AWS and have been pretty happy with it so

I am using Rancher (https://github.com/rancher/rancher https://github.com/rancher/rancher) to deploy my containers to AWS and have been pretty happy with it so far. It has a nice UI, good documentation and all the features I need (except for data container persistence, but that's coming soon). I like that it plays nicely with docker-compose files. I previously used Kubernetes (http://kubernetes.io/ http://kubernetes.io/) to deploy my containers. It's a very powerful platform, but documentation and usability is seriously lacking compared to Rancher. Kubernetes seems like a good choice if you run a large datacenter and need a lot of control. For a small company the management overhead isn't worth it IMO.