There would have been a sequel to the Return of Raggedy Android where the Exo-skin tries to drown Brad. Nickelodeon scrapped the episode for being too frightening.
"The Return of Raggedy Android", as the title implies, is a continuation of "Raggedy Android".
Although this episode premiered in the United States on September 19, 2003, it was actually produced in 2002 according to the credits, as with every other season 1 episode.
"The Boy Who Cried Robot" is a pun on "The Boy Who Cried Wolf". The episode contains references to the story as well.
"The Return of Raggedy Android" production code: 102-010.
"The Boy Who Cried Robot" production code: 102-003.
"The Boy Who Cried Robot" production code: 102-003.