Text-to-SQL Roles: Why 3 to 7 Agents Beat One Single agents fail by the third retry. Learn why text-to-SQL needs 3 to 7 specialized roles to prevent context bloat and pipeline crashes. Jun 26, 2026 Diego Alvarez 14 min read