"Tales of a Third Grade Nothing" was written by Alex Carter. Jerry Langford is the director of the episode. Carrie Fisher guest stars as Peter's boss Angela. "The Hollywood Reporter" said that Angela is one of Fisher's "5 most iconic roles". Frank Sinatra Jr. is the role of himself in the episode.