WASHINGTON — Ani Kilambi is joining the Nationals as their new general manager, a person with knowledge of the move told The Associated Press on Wednesday, making the 31-year-old who had been with the Philadelphia Phillies the latest young face to join president of baseball operations Paul Toboni in Washington.