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The multi-cam sitcom is set in a NASCAR garage and feature James as a crew chief, who, after owner steps down and passes the team off to his daughter, finds himself at odds with the tech reliant millennials she starts bringing in to modernise the team.
Jeff Lowell of The Ranch and Two and a Half Men fame will write and showrun the series, the streamer said in a statement.
He will also executive produce the show alongside James, Jeff Sussman, Todd Garner, Matt Summers and Tim Clark.