Troian Bellisario plays McGee's younger sister. In real life, she and Sean Murray are step siblings.
Troian Bellisario and Sean Murray are related to the creator of the show. They are daughter and stepson, respectively.
The music Tim is listening to at the very beginning of the episode is Dexter Gordon's Don't Explain.
This episode's title was also the name of a 80's metal band.