Is it a cake? Or is it squares? You decide. Rhubarb Crumble Cake has components of both. The bottom layer tastes like a shortbread cookie covered with custardy rhubarb then topped with a crumbly mixture. There’s just a hint of cinnamon and it’s not too sweet.