Put outdoor grill on medium heat and oil or spray the grates.
Place the trimmed asparagus to a plate and add chopped garlic, salt and pepper and olive oil. Turn asparagus several times to coat well.
Place on grill directly or in a grill basket. Grill until tender or tips look toasted, approximately 8-10 minutes but will vary upon the thickness of the asparagus.