The slow motion "cop walk" at the end of the opening credits had been altered for all future episodes following the departure of Chelsea Peretti. Instead of completely refilming the shot without her, the original shot is used with Peretti digitally removed. Joe Lo Truglio, who is originally on her left at the end of the row, has been digitally moved over into her place next to Andre Braugher.
When Jake and Doug are told they look like Milli Vanilli, Jake "calls" Vanilli, saying "he's the best one," to which Doug replies: "You know it's true." German pop duo Milli Vanilli's biggest hit was called "Girl, You Know It's True."