Boston Cream Pie Ingredients For the cake: 1 yellow cake mix (and ingredients called for on the package) Filling: 1 cup cold milk 1 (3.4 ounce) package instant vanilla pudding 1 1/2 cups Cool Whip or homemade whipped cream Chocolate Glaze: (If you want a thicker layer you could double this) 1 square unsweetened