You will love this Italian Pasta with Anchovies recipe! In Italian cooking, anchovies are extremely common. Fresh anchovies are delicate little white fish and are very tasty. Baked fresh anchovies do not taste “fishy” or salty. The combination with pasta makes this a divine, upscale dinner you will surely enjoy!