Depth for drilling holes in cabinet

Im making some cabinets for my house and i cannot change the depth nor size of the holes for shelf pins. Im also having trouble getting rid of the holes if I dont want any. I could then use the circle cutting to make them the size i want but i cannot get rid of the holes.