Due to the nature of Michael's film, B.J. Novak realized that scenes would have to be filmed as if they had been shot years prior to the episode. In order to successfully pull this off, editor David Rogers and script supervisor Veda Semame were tasked with "mapping out" every scene to make sure the continuity of the series was preserved.