I'm curious why you're running a docker file instead of committing a pre existing development docker container, and shipping that as the deployment artifact? This approach seems to treat docker more as provisioning tool (ansible, chef, puppet etc) and less as a continuous delivery "shipping container" tool.
Your adf-config tool makes me think of etcd: https://github.com/coreos/etcd