Workflow First, Agent Second: Choosing the Least Autonomy That Works

Most "agent" projects need a fixed workflow with one or two model calls, not an autonomous loop. How to tell which you need, the five workflow patterns worth knowing, and what changes in cost, testing and permissions when you do choose an agent.