Annie has a post-it on her desk saying 10:15, an oft repeated number in every previous episode.
The "Blurryman" from Blurryman (2019), who is a white male in a black suit, appears in the background of the town riot, standing against the street light while the chaos unfolds around him.
This episode is a critique of the extremist feminist concept of "toxic masculinity" featuring many of their memes.