We do incorporate GUI testing in our project, and it has its side effects. The developers however have one critical design principle: Keep the GUI layer as thin as possible!
That means no logic in the GUI classes. Separate this in presentation models responsible for input validation etc.
For testing on a Unix machine we use the Xvfb server as the DISPLAY when running the tests.