If you are cooking the potatoes the same day then no, you don’t need to boil them first. This recipe results in perfectly cooked potatoes. If you are wanting to prepare these potatoes and then freeze them to cook another day, then yes, they will need to be parboiled, then coated in seasonings and laid flat to freeze before adding to a freezer safe container.