This always comes and bites us back isn't it? The whole promise of Docker was that we would be freed form these pains... But yet here we stand :(
Wondering what kind of issues you're running into. The first one that comes to mind for me is Kernel version mismatches. Though those shouldn't always cause that much trouble due to the "Dont break userspace mantra" that Linus has