In a medium size bowl, whisk together flour, baking soda, and baking powder. Set aside.
In a large bowl using an electric mixer, cream together butter and sugars on medium speed, about 1-2 minutes. Add eggs and vanilla extract; mix until combined. Add peanut butter; mix on high until combined.