Preheat the oven to 350 degrees, grease and flour three 8x2 inch round pans
In a medium bowl, whisk the cake flour, baking powder, baking soda, apple pie spice and salt for 30 seconds. Set aside
In another bowl, add the buttermilk, oil and vanilla. Set aside.
In the bowl of your mixer, add the butter and mix until smooth. Gradually add the sugar and continue to mix on medium speed for 3 to 5 minutes until lightened in color and fluffy.
Add the eggs one at a time mixing until the yellow of the yolk disappears.
With the mixer on low speed, alternately add the flour mixture and buttermilk mixture, beginning and ending with the dry ingredients (3 additions of dry ingredients and 2 of liquid). After the last addition, mix until the batter is combined and smooth. Be careful not to over-mix or mix at a high speed.
Fold in the apples.
Bake at 350 degrees for 20 to 25 minutes or until a toothpick inserted in the center comes out clean or with just a few crumbs attached. Let cool 5 to 10 minutes and turn out.