Texas giant centipede is the common name for it, and it is pretty big. We saw this one in the parking garage at work as we were returning from lunch yesterday. It was moving quickly, so my camera work is not so great.
There is some interesting info from the Dallas Zoo about the sting from being bitten. It's not very dangerous to humans.