Toss brussels sprouts with oil, salt, and pepper in bowl; transfer to air-fryer basket. Place basket into air fryer and set temperature to 390 degrees. Cook until brussels sprouts are tender, well browned, and crisp, 20 minutes or so, tossing halfway through cooking. Season with additional salt and pepper to taste.