Legal research has always been iterative: searching case law, discovering a new angle, refining your query, checking another jurisdiction, cross-referencing with statutes, and repeat. This natural back-and-forth, or reasoning loop, is fundamental to how lawyers work. Traditional retrieval systems, however, reduce this nuanced process to a single query-and-retrieve operation. At Harvey, we built Agentic Search to mirror how legal professionals actually conduct research.