Preheat oven to 375F. In a bowl, combine all-purpose flour, oats, baking soda and salt. Set aside Beat butter and brown sugar with an electric mixer for 3 minutes.
Add egg and vanilla and beat again until fully combined. Add the dry ingredients and beat again just until combined.