Matt Bomer and Dana Ashbrook are distantly related in real life.Both descend from the English Baldwin family.
When Neal objects to Moz calling Scott "a good kid", Moz concedes that maybe Scott is "chaotic good" instead. This is a reference to the alignment system from the D&D games systems.
Hutch Dano (Scott) previously starred in Zeke and Luther as one of the two title characters. The actor who played the other, Adam Hicks, was in real life arrested for a string of robberies in 2018.
This episode features Dana Ashbrook, following the previous episode which featured Mädchen Amick. They both starred in Twin Peaks (1990).
The opening scene with Neal & Sarah closely mirrors a similar scene with Neal & Kate in season 2, episode 11; Forging Bonds.