This phrase refers to a specific fixed-gear bicycle frame produced by the Czech brand . The "Bitch" was a popular model in the fixed-gear and urban cycling scene during the late 2000s and early 2010s, known for its aggressive geometry and steel construction.
While it has appeared in scattered contexts, its meaning is heavily dependent on where it is encountered: Potential Contexts czech bitch 19 fixed