TL;DR: they use Apache Mesos and Aurora to schedule Docker containers on their servers, which means they only have to ship containers around instead of installing all dependencies everywhere.
Very happy to have been a part of this project! Come hang out with us on the #aurora chat room if you're interested in trying this out.