In 1955, Rodrigo won a seat in the Philippine Senate under the Nacionalista Party of President Magsaysay.
For his dissent against President Ferdinand Marcos, Rodrigo, along with Ninoy Aquino and many others, was incarcerated during upon the declaration of Martial Law in 1972.