As mentioned, anchovies are an important ingredient in classic puttanesca. The anchovies bring a good amount of salt to the recipe as a source of flavor. Instead of using anchovies, we are relying upon the capers and the olives to make up for the missing anchovies. Additional seasonings can also be added for the flavor.