In a large mixing bowl beat butter and peanut butter with an electric mixer on medium to high speed about 30 seconds or until combined.
Add granulated sugar, brown sugar, and baking soda. Beat until combined, scraping sides of bowl occasionally. Beat in egg whites and vanilla until combined. Beat in as much flour as you can with the mixer. Stir in any remaining flour. Stir in oats.