To make an improvised and illegal turn or u-turn across solid yellow or white lines, in the middle of the street, or at a red light.
Drivers will often "bust a bitch" when they've driven past their destination in order to not have to drive any further to a designatedu-turn lane or a light.
Ex: "Dude, you passed it! Just bust a bitch right here before any cars come."