Heat oil in a heavy skillet over medium-low heat. Add asparagus, salt and pepper, tossing to coat. It's okay if you've got a couple of layers of asparagus in the pan. Cook 20-25 minutes, or until tender, stirring very occasionally, so the vegetables cook evenly. Transfer to a platter, and keep warm.