The first part of "I Am Anne Frank" is written by co-executive producer Jessica Sharzer and directed by Michael Uppendahl, and the second part is written by co-creator Brad Falchuk and directed by Alfonso Gomez-Rejon.
Regarding the decision to do an episode about Anne Frank, Murphy said, "We have a great writing staff but I will take credit for that.