Baking powder and baking soda, while both leavening agents used in baking to help things rise, are not interchangeable. We used baking soda in this recipe to help get crispier edges, and helping the cookie rise a bit in the middle. This article explains more in depth what the differences are if you want to have a better understanding with understanding the difference between baking soda and baking powder.