Preheat the Oven: Preheat your oven to 350°F (175°C). Grease your cake pan. I used an 8 X 3 inch cake pan.
Eggs: Separate the egg yolks from the egg whites. Use cold eggs to facilitate the separation. Let the egg whites rest in a clean bowl while you make the cake batter.
Cream the Butter and Sugar: In a large mixing bowl, beat the butter and 1 cup of sugar together until light and fluffy. This should take about 3-5 minutes.
Add the egg yolks: Beat in the egg yolks one at a time, ensuring each egg yolk is fully incorporated before adding the next.
Add Flour: Gradually add the flour to the butter mixture, alternating with the brandy. Begin and end with the flour. Mix until just combined.
Prepare Equipment: Make sure your mixing bowl and beaters are clean and free of any grease. Any grease can prevent the egg whites from whipping properly. Use a glass or metal bowl; avoid plastic as it can retain oils.
Begin Whipping: Pour the egg whites into the mixing bowl. Start whipping on medium speed until the egg whites become frothy. Add 1 cup of sugar and beat for a few minutes until soft peaks form. ***See Notes***
Add Meringue to Cake Batter: Using a spatula fold meringue into your cake batter until is incorporated. If you are using a professional mixer you don't need to fold it using a spatula, add the meringue at low speed. Avoid overmixing.
Bake the Cake: Pour the batter into the prepared pan(s) and smooth the top with a spatula. Depending on the size of your cake pan, bake your cake. I used an 8 X 3 pan and bake for 55 minutes. Bake according to your oven and cake pan or until a toothpick inserted into the center comes out clean. Allow the cake to cool in the pan for 10 minutes, then transfer to a wire rack to cool completely.