"Sunday, Cruddy Sunday" was directed by Steven Dean Moore and written by George Meyer, Brian Scully, Mike Scully and Tom Martin, the first credit Martin received for the series. Mike Scully jokingly said that the episode was "thrown together[...] without thought or structure" by the writers. For the subplot, the writers tried to come up with the "most boring thing" Lisa and Marge could do to pass time. The episode features several guest-stars, including comedian Fred Willard, country singer Dolly Parton, Fox CEO Rupert Murdoch, sports commentators Pat Summerall and John Madden, and former American football players Troy Aikman, Rosey Grier and Dan Marino. All guest-stars played themselves, except for Willard who portrayed Kogen. The episode pokes fun at folk singer Burl Ives, former United States president Bill Clinton as well as the series' fans, among other things.