 "Bill & Peter's Bogus Journey" was written by Steve Callaghan and directed by Dominic Polcino.Series regulars Peter Shin and James Purdum acted as the supervising directors of the episode.Show creator Seth MacFarlane and other show producers had suffered a lot of trouble to come up with a funny scene set in an aquarium; in total, five or six scenes had been made, but all were never broadcast because they were deemed not entertaining enough by the producers.