The show is produced by Solen with PFFR and ShadowMachine, and features a wide range of voice talents besides Chatman, including Janeane Garofalo, Jonah Hill, Trey Parker, David Cross, Jordan Peele, Kyle Mooney, Julia Davis, Tierra Whack, Will Forte, and Josh Gad, amongst others.

[1] When announced in a press release by Adult Swim in May 2017, The Shivering Truth was described as "a delicately crafted, darkly surreal anthology comedy, a miniature propulsive omnibus cluster bomb of painfully riotous daymares all dripping with the orange goo of dream logic.

A series of loosely-linked emotional parables about stories within tales that crawled out of the deepest caverns of your unconscious mind and became lovingly animated in breath-slapping stop motion – in other words, it is the TRUTH".

[18] In June 2020, the series was uploaded to subscription video on demand streaming service HBO Max, with the exception of the episode "Ogled Inklings", which was intentionally excluded due to a scene where a woman gives birth to a child wearing a peaked policeman's cap, whom the doctor refers to as "a dirty pig".

[20][21] Jonathan Barkan of Dread Central called the show "pure nightmare fuel genius", writing that it "looks like the cast aside baby of Charlie Kaufman and Wes Anderson ... it's packed full of absurdist humor, the kind of stuff that you will watch and not be sure if you should laugh, wince, or look at your friends and ask, 'What the fuck?