Few cooking traditions are as layered as those surrounding pickled herring. From Scandinavian shores to Eastern European tables, these briny preparations are a testament to resourcefulness and basic ingredients. Classic recipes often involve steeping the fish in a carefully prepared brine of vinegar, sugar, salt, and spices like anise seeds and pep