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The working title of the film was Certified, which also was the title of Willoughby Speyer's unpublished story. Screen Achievements Bulletin indicates that Helen Meinardi was at first slated to receive an onscreen co-screenwriting credit with Bert Granet. Maid's Night Out was the first film for which Joan Fontaine received top billing. Hollywood Reporter production charts add Richard Lane to the cast, but his participation in the final film has not been confirmed.