Shirred eggs ( also known as baked eggs , or in are eggs cooked in a manner which results in a firm white but soft or runny yolk . Shirred eggs ( also known as baked eggs , or in French , Å `` ufs en cocotte ) are eggs cooked in a manner which results in a firm white but soft or runny yolk .