Casting remains the core voice ensemble of H. Jon Benjamin, John Roberts, Kristen Schaal, Eugene Mirman, and Dan Mintz, with no established character race or gender swaps.

Progressive elements appear only incidentally through the show's long-running normalization of queer-coded characters, including recurring appearances by Marshmallow, a trans woman introduced earlier, and the Season 6 episode 'Jairo's Gay Adventure' featuring Bob in comedic gay-themed scenarios with a new character. Creator Loren Bouchard has consistently described the series as workplace-family comedy focused on heart and humor rather than activism. Audience reception shows no notable backlash or 'woke' controversies specific to this season, with praise instead for its consistent quirky tone and organic family dynamics that predate modern DEI trends.