 Wallace Wolodarsky had seen the 1991 version of Cape Fear and pitched the idea of spoofing the film. Jon Vitti was then assigned to write a parody of the original Cape Fear film from 1962 as well as the remake (both films are based on the 1957 novel by John D. MacDonald, entitled The Executioners). Instead of using the spoof as only a part of the episode, which could have contained a B-story, the entire episode was devoted to this parody. Sideshow Bob was cast as the villain and Bart became the main victim. The episode followed the same basic plot outline as the films and used elements from the original film's score by Bernard Herrmann (which was also used in the 1991 version), which, after this episode, became Sideshow Bob's theme. This episode marked the first time a Sideshow Bob episode was not a mystery.
