Too cute for its own good

I like interesting web technologies, but sometimes things can be over done. This site, Python Grimoire, strikes me as over done. Mouse over the text areas on the right. notice the appearing and disappearing buttons? Click on an index entry on the upper left side. Cute animation?

Does it add anything to the process?