Chorizo and fish work so well together. Make sure you use the best-quality chorizo you can find; it comes in spicy and sweet varieties, but I tend to always go for the spicy one! The pangrattato sprinkled on top adds a lovely crunchiness to the soup and is well worth the little bit of extra effort.
