This goes alongside my sci-fi / magic show observation that if time travel or parallel universes are not part of the initial premise, their introduction as a plot device is a shark jump and the show. is. over.
They do manipulate time heavily throughout that show though. It's always skipping ahead or behind for effect. The story is basically Scarface, with elbow patches.