The network gave an eight-episode order to the series which is based on James McBride's award-winning novel "The Good Lord Bird".
Hawke, 48, will portray John Brown, the 19th-century abolitionist, in the show and he will co-write and executive produce the project alongside author and producer Mark Richard, reported Variety.
The show, to be directed by Anthony Hemingway, will follow the perspective of Onion, a teenager living in slavery in Kansas who eventually joins Brown's group of activists.
The novel also covers the events leading up to the Harpers Ferry raid, an 1859 effort to control a military arsenal that lead to a nationwide revolt against slavery as an institution.
"'Good Lord Bird' is one of my favourite books, told with wit, grace and wisdom by the great James McBride. Bringing this story to the screen has been a passion project of mine, and I am incredibly fortunate to have partners who are equally enthusiastic and are making it a reality -- my wife and producing partner Ryan Hawke, and my longtime friends at Blumhouse.
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