Preheat oven to 350 degrees. Whisk together flour, baking powder, baking soda, and salt. Beat peanut butter and butter with a mixer on medium speed until smooth. Add sugars, and beat until creamy. Add egg and vanilla, and beat until incorporated. Reduce speed to low. Add dry ingredients, and mix until combined.
Or hey, go old school and use a mixing spoon like us!