Place potatoes in a pot and cover with cold water, then place on the stove over high heat. Bring to a boil and cook for about 20 minutes, then check the tenderness of the potatoes by piercing with a paring knife. When they are tender but not falling apart, remove from heat and drain. When cool enough to handle, slice potatoes into 1/3-inch thick rounds.