This episode was supposed to end with Andy being fired as Ed Helms' contract was for only a limited amount of episodes.
For the big anger scene, Ed Helms actually bloodied his knuckles while punching the wall, something that took five or six takes.
Ed Helms recorded Andy's self-recorded cellphone ring on his own personal computer.
John Krasinski said that the hardest he ever laughed was during the kitchen scene between Jim, Creed, and Oscar when Creed tries to recap what happened to Dwight.
The Staples store shown is real.