HBO announced on Wednesday that its hotly anticipated “Game of Thrones” prequel, “House of the Dragon,” will debut on Aug. 21.

The series is set to air 300 years before the events of Game of Thrones and tells the story of the House of Targaryen. House of the Dragon stars Paddy Considine, Olivia Cooke, Matt Smith, Emma D’Arcy ...