Preheat the oven to 350˚F. Line a cookie sheet with parchment paper and set aside.
Heat the butter in a saucepan at medium heat until the butter has a slightly nutty scent and is amber colored. Pour the butter into a large bowl.
Add sugars and stir until fully combined. Allow to cool.
Beat in the eggs and vanilla.
In a separate bowl, combine the flours, baking soda, baking powder and salt.
Slowly add the dry ingredients to the wet ingredients and stir with a spatula until fully combined.
Wrap about 2 tablespoons of dough around each rolo. Place on parchment paper and repeat with the remainder of the dough.
Bake for around 8 minutes or until the cookies are golden brown.