Roles

Vertex AI multiagent systems handle over 20,000 documents by splitting planner and executor roles, preventing total workflow collapse during errors.

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.