The highlight of Harlow's career was in Game 3 of the 1979 American League Championship Series when he got revenge on his former team with his walk-off double to left field off Don Stanhouse scoring Brian Downing from second base in the ninth inning of a 4–3 win that prevented the Angels from being swept by the Orioles.