Return teeny tiny baby potatoes to saucepan, saute at medium to high heat and brown with butter. Once browned, using a mashed potato masher, smash teeny tiny baby potatoes so that the skin breaks, but potatoes stay intact—the goal is to break the skin and create a crispy skin and soft, mashed potato inside.