Fred Armisen plays multiple characters in this episode, including a crew member in the background in the beginning of the show, impersonating Frank in one of the scenes (his trucker hat reads "FRANK 2.0"), and the phone worker behind Jimmy Fallon during the flashback at the end.
This is the second live episode that 30 Rock produced during its run.
When Jack says "Ride it out. Ride it to hell." during the Lovebirds sketch, it is a quote from 30 Rock Hiatus (2007) when Jack has his heart attack.
On June 22, 2020, NBCUniversal announced this would be one of four episodes of 30 Rock pulled from streaming services and syndication due to the use of black face.