Temporary roles · real sessions

Give a team one task. Keep every role in view.

Swarms coordinate reusable People through temporary responsibilities. Choose a recipe, review the topology and model choices, approve the plan, then follow what actually happens in Operations.

Actual Agent Toolkit Swarm start review with recipe, role assignments, People bindings and model choices
REVIEW BEFORE STARTrole · person · runner · model

A role is not a Person

Recipes define the responsibility. You choose who takes it.

Planner, implementer, reviewer, architect and QA remain ephemeral Swarm roles. Bind them to a compatible Person when you want a familiar collaborator, or choose Auto and let the canonical resolver create an ephemeral session.

01 · SHAPE

Inspect the recipe
Read the planned topology and its canonical role requirements.

02 · BIND

Choose the team
Override runner, model profile and optional Person per role.

03 · REVIEW

Check the gates
Review isolation, budgets, approval points and cleanup scope.

04 · START

Create actual sessions
The configured runner, backend and workspace determine runtime.

05 · OBSERVE

Follow the run
Inspect handoffs, artifacts, events and logs in Operations.

06 · RECOVER

Act on real state
Approve, pause, resume, stop or clean up with a review.

Operations shows what. The World shows where.

Observe the run without turning the map into a graph.

Operations is the detailed view: it explains role state, human gates and recovery. The World provides a spatial overview of where live project work happens. A Person appears in a house only when backend evidence connects a real session to that project.

  • Approvals and human input surface in Attention
  • Artifacts and handoffs stay attached to the run
  • Completed work isn't falsely queued for review
  • A headless record is never presented as a live agent
Read the Swarm guide
Actual Agent Toolkit Swarm run inspector showing live state, roles and recoverable operations
RUN INSPECTORthe exact run · actual state

No People required to begin

Start with Auto. Add your team over time.

Swarms remain useful even when your roster is empty. Bind durable People when those collaborators add real value.