Preheat oven to 325°.

Cream butter, peanut butter, sugars and vanilla. Add egg and mix slightly. Combine dry ingredients and mix. Mix all ingredients until incorporated. Scoop evenly spaced onto a cookie sheet and bake for approximately 20 minutes, as you would Toll House cookies. Time will vary based on the size of the cookie and your oven temperature.