Organize around responsibility
Running agents like a team starts with a simple change in perspective. Instead of treating every request as an isolated prompt, describe the piece of work, the role responsible for it, and the point where a person should review the result. This creates a visible unit that can be discussed, revised, or repeated. The agent is still a tool within the workflow; the team model helps make its responsibilities understandable.
A useful agent role is narrow enough to guide decisions but broad enough to handle a family of related tasks. A research-oriented agent might gather and organize sources. A writing-oriented agent might turn an approved outline into a draft. A review-oriented task might check a result against an explicit checklist. Names matter less than the boundary each role communicates.
Four parts of a workable handoff
- Objective: state what should exist when the task is complete.
- Context: attach the references and constraints that shape the work.
- Boundary: identify what the agent may change and what must remain untouched.
- Review: define the evidence a person will use to accept or redirect the result.
These parts do not need to become a long form. A short task can still name all four. The discipline is to remove hidden assumptions before the work begins. When a detail is uncertain, record the uncertainty instead of making it look settled. That gives the agent a better route for asking for direction and gives reviewers a clearer view of the decision.
| Team question | Task field |
|---|---|
| What are we producing? | Objective |
| What should inform it? | Context |
| Where should work stop? | Boundary |
| How will we inspect it? | Review |
Coordinate without hiding the work
When several agents contribute, make each handoff explicit. One task can produce an outline, another can expand it, and a final task can compare the draft with the brief. The output of one task becomes deliberate context for the next. This is more legible than asking a single prompt to research, decide, write, and approve in one step.
A team pattern is useful when it clarifies ownership, not when it merely adds more agents.
Begin with one recurring workflow and map its natural handoffs. Assign an agent only where a distinct role helps. Keep human decisions visible, especially when priorities or tradeoffs are involved. Over time, the task history becomes a practical record of what was requested, what context was available, and where review changed the direction. That record supports better iteration without pretending that every workflow should be fully automatic.