* DevelopmentHell: This adaptation took four years to produce.
* ExecutiveMeddling: Extensively. It's been said it was a struggle to even keep the name ''Baby Blues''. Either way, the end result was a ''Simpsons'' clone that the creators have branded as an OldShame and barely anyone remembers, since it was on The WB back before it aired teen shows like ''Dawson's Creek'' and ''Series/BuffyTheVampireSlayer'' (when it aired average or below average comedy shows, like ''The Wayans Brothers'', ''Muscle''[[note]]a sitcom about gym rats[[/note]], ''Hype''[[note]]a sketch show that had Frank Caliendo and Danielle Gaither before they became ''MADtv'' cast members and had former ''SNL'' writers and longtime gay lovers Terry Sweeney and Lanier Laney as head writers[[/note]] and the ''MarriedWithChildren'' expy ''UnhappilyEverAfter'').
* HeyItsThatVoice:
** Julia Sweeney (a former cast member of ''Series/SaturdayNightLive'') voices Wanda.
** Darryl is voiced by Mike O'Malley (the host of the {{Nickelodeon}} game shows ''GUTS'' and ''Global GUTS'' and Kurt's father on ''Series/{{Glee}}'')
** KathSoucie (a veteran voice actress in a lot of kid-friendly and not-so-kid-friendly shows) voices Rodney and Megan. The former's voice is nearly identical to both [[WesternAnimation/{{Rugrats}} Phil DeVille]] and [[WesternAnimation/TheLifeAndTimesOfJuniperLee Ray-Ray]].
** Creator/NicoleSullivan (from the original cast of ''Series/{{MADtv}}''[[note]]the one that included PhilLaMarr, Orlando Jones, Bryan Callen, Mary Scheer, David Herman, Artie Lange, and Debra Wilson[[/note]]) is the voice of Bizzy the babysitter,
** Creator/DiedrichBader (of ''TheDrewCareyShow'', the short-lived NBC sitcom ''Literature/{{Outsourced}}'', and ''WesternAnimation/BatmanTheBraveAndTheBold'') voices Darryl's coworker Kenny.
** Elizabeth Daily (an occasional singer best known as the voice of Tommy Pickles on ''WesternAnimation/{{Rugrats}}'' and Buttercup on ''WesternAnimation/ThePowerpuffGirls''[[note]]she's also credited as "E.G. Daily" if you still don't recognize the name[[/note]]) is the voice of Zoe the baby.