Macon’s first fleet assignment was with the 8th Fleet, which she joined soon after her shakedown cruise. Sailing with the fleet for maneuvers in the Caribbean, she departed Norfolk on 19 April 1946, returning to New York on 7 May. On 4 June Macon arrived at Norfolk for duty as a test ship for the operational development force.