 Along with his Córdoba colleagues, he was one of the few federalists in the Congress, speaking for a system of strong autonomous provinces.He was a supporter of the federalist José Gervasio Artigas and was one of two deputies who declined to follow the Congress to Buenos Aires.Pérez Bulnes also represented Córdoba in the general congress of 1826.