In place of the usual "Previously" clips, this episode's teaser has Josh giving a quick recap to Penny from another timeline. Josh shows Penny 23 a chart of hookups, and Penny is surprised that Penny 40 slept with Alice.
Not surprisingly, Eliot's campaign promises are partly taken from modern day statements from American politicians.
Summer Bishil (Margo Hanson) improvised the line, "You really love that sloth, don't you?" when talking to Rafe about the Fillorian election. Before she improvised the line, there was no plan on writing their relationship as anything more than a human/animal work relationship.
At six minutes, as Zelda and Alice discuss the Siphon, a wall in the Library shows eleven translations of "Shut your mouth." Previously, a similar wall was less clearly visible in timeline 23.
The voice of the bunny is Mike Moore, who is a writer and producer of the show. Though only credited with this episode, he's been the voice of the bunnies for all but one episode (the episode in question is Cheat Day (2017)).