陸軍局
Reinecke joined the German Imperial Army as a cadet in March 1905. He served throughout World War I during which he was awarded the Iron Cross first class and he was promoted to captain in 1916. He then continued his military service in the Reichswehr with the Army Office of Administration, an infantry regiment and the Reich Defence Ministry in Berlin. He served in the Wehrmacht, providing political training on behalf of the Nazi leadership.