Preheat your grill to medium high heat.
Break off and discard the tough bottoms of the asparagus. Brush the asparagus with olive oil and sprinkle with salt and pepper.
Carefully place the spears right on the direct heat. Grill them until grill marks appear, about 1 minute. Turn them over and grill another minute.
Remove the asparagus from the grill and serve immediately.