Instructions. In a wide saucepan, place the new potatoes over a single layer to avoid each of the potatoes crushing into each other when boiling. Fill the saucepan with cold salted water and a sprig of rosemary if using. Over medium heat, Bring to boil and simmer for 15-25 minutes depending on the size of the potatoes .