In the DVD commentary, Neal Brennan admits that a laugh track was added to the "Dude's Night Out" sketch because the studio audience did not laugh much at it.
Chappelle originally wanted Bobby Brown for the "Kneehigh Park" sketch. But Brown was arrested in Georgia on the day of shooting. André 3000 and Pharrell Williams were contacted to be replacements but neither were available. Q-Tip ended up replacing Brown.
Snoop Dogg was cast in the "Kneehigh Park" sketch shortly before shooting began. Snoop was already in the studio shooting a different sketch for the show.