This episode generated a lawsuit against Cartoon Network by Billy Mitchell due to GBF baring a small resemblance and demeanor to Mitchell himself. The lawsuit was ineffective as a Judge ruled in favor of CN stating that "The television character does not match the plaintiff in appearance"
A character looking a lot like Rick Sanchez from Rick & Morty is visible in the party scenes, notably at 11:19
The arcade game featured in this episode, Broken Bonez, appears to be based on the classic NES game, Excitebike and/or Mach Rider.