Flop-magnet Ben Affleck will make his directorial debut with the Paramount flick Gone, Baby, Gone, per Variety. Based on the novel by Mystic River author Dennis Lehane, the story follows a pair of Boston-based private eyes who are hired to search for a kidnapped girl. And in a boon to Gone's box-office prospects, Affleck will not appear in the film.