 He pursued a higher education at Buckingham Academy, and later at Harvard Law School.In 1861, he was admitted to the bar and commenced practiced in Berlin and Snow Hill, Maryland.Covington served as a member of the state constitutional convention in 1867, and was elected as a Democrat to the Forty-seventh and Forty-eighth Congresses, serving from March 4, 1881, to March 3, 1885.