This is a big list of things, actually. Probably easier to concentrate on how to do a good job at it rather than all the things to avoid. We do cover some of that in the book.
It might be worth reading through The Twelve-Factor App if you are just getting started. It is a short post about lessons learned regarding designing applications for containers that actually helped inspire the original Docker development.
