In the bowl of a stand mixer (or with hand mixer), mix room temp butter, light brown sugar, granulated sugar, and peanut butter together until pale and creamy.
Preheat the oven to 350ºF (177ºC).
Flatten the cookies slightly and then use the tines of a fork or small wooden dowels to make crisscross or hash patterns on the cookies.