Buyer attended The JAG School at the University of Virginia and entered U.S. Army JAG Corps. As an Army reserve officer, had three years of active duty after graduating from law school in 1984. During the Gulf War (1990–1991), Buyer, then a captain, spent five months on active duty giving legal counsel to commanders and interrogating Iraqi P.O.W.s.
