How do you maintain this as new base releases are made?

Ie: Do you just manually reapply your changes every time? Or just do in-place upgrade and then snapshot that?

Personally, by the second time I did this, I'd be writing a script. Then I'd want to script the running of the script.. and before you know it you end up with a framework..