> There's the issue of deploying changes fast without leaving files in an inconsistent state (you don't want half of some file to run). How about installing the required dependencies?

rpm / dpkg also install dependencies, are quite fast and well tested. They have the advantage of working in a standard environment which most sysadmins know but the disadvantage that you need to configure your apps to follow something like LSB (e.g. install to standard extension locations rather than overwriting system files, etc.).

The one issue everything has is handling replacement of a running service and that's not something which Docker itself solves – either way you need some higher level orchestration system, request routers, etc. Some of those systems assume Docker but that's not really the value for this issue.