We currently use docker-compose for the development environment. I'm currently simplifying this to allow developers to get started with minimal effort:

https://gitlab.com/gitlab-org/gitter/webapp/blob/feature/mon...

Going forward, I agree that we could offer a more production-like docker-compose setup and/or Kubernetes Helm Charts.