> It is a huge help to get an identical environment to develop on.

Until you stumble on some file permission problems if you use volumes; or some difference if the host is linux or macOS. Pure VM are the best: copy your virtual server, launch it, deploy your code. You can even have multiple containers launched inside your VM like on your production server.