Like Who's Afraid of Cory Wolf? (1994), this episode is a parody of The Wolf Man (1941). Both Dinosaurs (1991) and Boy Meets World (1993) were co-created by Michael Jacobs.
Fran Sinclair appears in only one scene.
During the "I'm the Baby" music video, a clip from the episode "Getting to Know You" is shown, even though the episode hadn't aired yet.
Although Ethyl Phillips is included in the cast list, the puppet normally used for the character only appears as the fortune teller. She is voiced by Florence Stanley as usual, but speaks with a Slavic accent.
The title comes from the nursery rhyme "Little Boy Blue".