I've been using vagrant to fix exactly the problem of "works on my box" for years. Docker is way too much to explain to my small development team. They struggled to deal with vagrant for some time before figuring it out.

Vagrant is perfect for us right now, and it would take a force of nature for me to even begin to push docker on them.