While the cookies cool, prepare the glaze. Use an electric mixer to beat the butter until it’s light and fluffy. Add both sugars, vanilla, and milk and beat until the frosting is light and fluffy, but still thin. If you would prefer a thicker frosting, add only about 2 teaspoons milk.