Cream the butter and powdered sugar together in a medium bowl. Then, mix in the vanilla and almond extract. Add the flour and almonds. Mix until just combined. Cover the bowl and chill in the fridge for 1-2 hours.
Allow the cookies to cool for a minute or two before transferring them to a wire rack to cool completely. Once cool roll them in powdered sugar.
Store in and airtight container at room temperature.