Originated from the "Beebo" series on Newgrounds.com. Commonly used by the owner of the cat protagonist Beebo to express surprise, anger, or annoyance. Basically just an alternative to "what the fuck", only funnier.
l33t nerd wankpipe: "! r t3h l33t haxXx0r"
confused individual: "....WHAT THE SHIT?!"