Preheat the oven to 325°F. Lightly coat three 8 inch cake pans with baking spray and line with parchment paper rounds. Wrap with wet baking strips, if using. Set aside.
In a medium bowl, sift together the flours, dried buttermilk, baking powder, and salt. Set aside.
Add the sugar, butter, and cake enhancer (if using) to the bowl of a stand mixer. Beat on a medium speed until light and fluffy, scraping the bowl down as needed. This will take about 5- 8 minutes.
Add the vanilla and beat to combine. Add the eggs one at a time, more or less, mixing until combined after each addition. Scrape down the bowl. While the eggs incorporate, combine the water and oil in a measuring glass.
Add 1/3 of the dry ingredients to the mixer and beat until just combined. Add half of the water mixture and beat until just combined. Scrape the bowl down. Repeat with another third of the dry ingredients, the remainder of the liquids, and finally the remainder of the dry. Scrape down the bowl as needed.
Divide the batter among the prepared pans, about 17- 18 ounces in each. Bake for 43- 45 minutes. The cakes should spring back when touched and a skewer should come out clean.
Cool cakes in their pans for 15 minutes before transferring to a cooling rack. Cool completely before frosting.