Preheat oven to 350°. Line baking sheet with parchment paper.
In a large bowl, combine flour, brown sugar, and baking powder. Add tahini and butter and mix until crumbly.
Shape dough into small balls and arrange on baking sheet. Press each ball down with the back side of a fork. Bake 10 minutes, or until golden brown and delicious.