Yagüe was promoted to lieutenant colonel in 1932. He, along with Franco and General Eduardo López Ochoa, helped suppress a workers uprising in Asturias using Moroccan Regulars and Legionnaires in 1934. He was a strong early supporter of the Falange Española and a close personal friend of José Antonio Primo de Rivera.