Is there a fast way to sand a round over edge on MDF? I have 30 door and drawer front edges to sand and it's pretty tedious so far! Forum Responses (Cabinetmaking Forum) From contributor L: Edge sander. Start on the edge and roll the panel on the round over. Hit it with a hand sanding to make sure it is still round. Practice on some scrap first.