They had a story on this at Marketplace. Storage is limited and not free, with oil tankers being used as extra storage units during the glut, at an increasingly large cost. Also capacity reduction is not trivial either, particularly for smaller wells that can't just shut down (vs larger wells that can slow down extraction).