Soaking potatoes in cold water before cooking reduces the amount of starch in them. If you’re using russet potatoes for this recipe, there’s already a smaller amount of starch in them so you don’t have to soak them. That said, if you’d like to cover your bases, you can feel free to soak them before you make your roasted potato wedges.