Jimmy "The Tulip" Tudeski now spends his days compulsively cleaning his house and perfecting his culinary skills with his wife, Jill, a purported assassin who has yet to pull off a clean hit. Suddenly, an uninvited and unwelcome connection to their past unexpectedly shows up on Jimmy and Jill's doorstep; it's Oz, and he's begging them to help him rescue his wife, Cynthia.
After escaping from prison, Joe and Terry go on a crime spree, robbing banks through Oregon and California in order to finance their scheme for a new life south of the border. Unfortunately, things get more complicated when they meet Kate, who runs into them with her car. She joins the bandits on their cross-country spree, and eventually she steals something, too: their hearts.