Start by preheating your oven to 400°F (200°C). This ensures that the oven is at the perfect temperature when the cake is ready to go in. While the oven heats up, grease a 10x15″ non-stick jelly roll pan with shortening or line it with parchment paper to prevent the cake from sticking. This step makes cleanup easier and helps the cake release smoothly once it’s done baking.
In a medium saucepan, combine ½ cup shortening, ½ cup salted butter, and 1 cup water. Heat over medium heat until the butter and shortening melt completely, and the mixture begins to boil. Stir occasionally to make sure everything melts evenly. Once boiling, remove the pan from the heat.
While your butter mixture is cooling slightly, grab a large mixing bowl and add 2 cups sugar, 2 cups all-purpose flour, 1 teaspoon baking soda, and 1 teaspoon salt. Whisk them together to ensure that everything is well combined. This dry mixture is the base of your cake batter.
Now, pour the hot butter mixture over the dry ingredients in your mixing bowl. Stir quickly with a spatula or spoon to combine the ingredients until smooth. Once the wet and dry ingredients are fully incorporated, it’s time to add the remaining ingredients.
Slowly add 1 teaspoon vanilla extract, ½ teaspoon almond extract, ½ cup whole buttermilk (make sure it’s well shaken), and 2 large eggs (at room temperature). Beat the batter with an electric mixer on medium speed for about 1 minute, until the batter is smooth and fully combined. The buttermilk gives the cake that extra fluffiness, and the vanilla and almond extracts add a nice, subtle flavor.
Once your batter is perfectly mixed, pour it into the prepared jelly roll pan. Spread the batter evenly across the pan using a spatula. Place the pan in the preheated oven and bake for about 20 minutes, or until a toothpick inserted into the center of the cake comes out clean. Be sure to check the cake around the 15-minute mark, as ovens can vary slightly in temperature. Once done, remove the cake from the oven and place it on a wire rack to cool completely.