1. Difficult People: Criminal Minds
2. Programs from series

Julie considers trading her showbiz dreams for a life of happy crafting as Billy sickens of New York City. Arthur is over his job. Marilyn experiences writer's block; meanwhile, a visit from Lola's sorority may hold the answer to all of their problems.

Billy moves to Los Angeles with Julie's help; Marilyn writes a bestselling memoir, also with Julie's help. Changes at the cafe include a new waiter, and eventually, new ownership. Arthur's office in Florida meets an untimely demise.

Julie and Arthur stumble into sexual role-play, while Billy worries he's been miscast as a supportive spouse at Todd's work parties. Meanwhile, Julie's dogs become social media stars without Julie's consent, and Marilyn reunites with a former lover.

Julie 'yes and's her way into a corner with her former improv teammates and ends up being caught in a significant lie. Billy and Todd can't fall asleep in the same bed together. Arthur uncovers a secret at work. Marilyn and Matthew bond.

Lifelong dreams come true when Julie gets hired to write on a TV show, Micky Dolenz answers Billy's childhood fan letter, and Marilyn throws herself a bat mitzvah.

After cut-rate facial filler leaves Julie's face frozen into a smile, she savours the unexpected benefits. Billy has the opportunity to teach acting after running into his favourite school teacher, and Marilyn wants Julie to freeze her eggs.

Alone for the weekend, Julie hires a creepy handyman who overstays his welcome. Meanwhile, Billy feuds with a dickish advertising exec, and Marilyn gets a book deal.

Julie decides she has an addiction to her mother, and treats it by joining AA. Billy helps his sister-in-law Rucchel exorcise a Jewish demon from her basement. Arthur experiences frustration in the bedroom and at work, and takes both into his own hands.

Julie faces a moral dilemma when she gets cast in Woody Allen's new TV show. Billy and Marilyn scam their way through a government gay conversion therapy program. Matthew's ex-wife comes to town.

Having topped-out on antidepressants, Julie faces a family Passover Seder armed only with a meditation app. Billy gets a gig as a warm-up comic for Larry Wilmore's new late-night talk show.

Julie writes a personal essay that gets optioned for a movie, and Billy gets drawn into helping prepare for Matthew's wedding.

Julie and Billy jeopardise their shot at becoming fashion elites when Julie gets sick and Billy gets cast as the lead in a children's TV show.

Julie and Billy attempt to capitalise on the success of Hamilton by writing and starring in their own historical musical.

Billy and Julie get their first famous fan, who helps them try to sell a sketch show to a TV network.

When Billy's apartment building is condemned, he moves in with Marilyn. A misunderstanding lands Julie a guest role on a TV show.

As her birthday approaches, Julie learns that she enjoys her mother's company when they drink together. Billy tries to date a guy he befriended on Tinder.

When Julie is mistaken as Italian and Billy is mistaken as straight, the two find themselves leading double lives in New Jersey. Joey, a gay man, is eager to teach Billy all about gay culture. Marilyn's patient has lost her daughter to a cult.

After Arthur catches Julie watching porn, and Billy's brother Garry moves in with him, Billy and Julie struggle to find alone time. Ken Burns also makes an appearance.