You can smoke green beans right in their pods, as long as you trim the ends off. To infuse the tender beans with a killer smoky flavor, a wood pellet smoker is the way to go; as for the actual wood, while applewood and cherrywood chips impart a milder smokiness, hickory and mesquite wood chips will pack a bolder smoky punch.