Make the shortbread cookie dough. In a bowl, whisk together the flour, baking powder and salt. In a separate standing mixer, beat together the butter, sugar, and brown sugar until the mixture is light and fluffy. Beat in the vanilla and the egg, beating the mixture until it is well combined. Slowly, add the flour mixture in stages and mix until just combined, but don't over mix or your shortbread will be tough.