Evidence points to woman Farmer, who, in 1905, adapted her chocolate cookie recipe to a bar cookie baked in a rectangular pan. (The brownie is classified as a bar cookie rather than a cake. That’s because brownies are finger food, like cookies, and cake is eaten with a fork).