I use Docker for development stuff too. I (and team members) have spent countless hours battling with setting up things like RabbitMQ, and I only wish I'd done it sooner - being able to instantly spin up a working, consistent development environment is amazing.

I know you can do this with VMs too, with tools like Vagrant, but containers start in a couple of seconds - great for integration tests.