According to Whitney Cummings, she was under so much pressure during this series that she rarely slept. According to Cummings, an animator was hired to work on each episode frame-by-frame to remove the dark circles under her eyes.
Beverly D'Angelo was originally cast as Whitney's mother and shot her scenes for the pilot. But she was replaced by Jane Kaczmarek and the scenes were re-shot.