In a large bowl of an electric mixer fitted with the paddle attachment or using a hand held mixer, beat the room temperature butter or vegan butter and the brown sugar until soft and creamy. About 2 minutes.
With the mixer on low speed, slowly beat in the gluten free flour mixture a little at a time until just combined. Use a spatula to scrape down the sides and combine.