Yes! You can line your grill grates with grill-safe foil or make a foil packet, similar to these Grilled Potatoes. If you're using this post to learn how to make grilled asparagus on a gas grill, this trick may come in handy. If you prefer pan grilled asparagus, you don't need to use foil.