You can use both of them on the same project. The reason is that CherryPy is primarily a web application server, and Flask is primarily a web framework.

(I'm not sure why you would want to do that, because Flask comes with Werkzeug, which is better integrated and I trust its author a bit more.)

Also, I've never seen a better documentation than Flask's.