Compare the operating model

Not another place
to chat with one agent.

Cerebro is for running a coordinated Claude and Codex fleet on your Mac. That makes it different from a terminal layout, a consumer chat app, or a framework you assemble yourself.

At a glance

The question is what happens after the prompt.

Cerebro keeps the mission, agents, state, handoffs, and recorded results together. The alternatives can be excellent when you need a narrower surface.

CapabilityTerminal panesDesktop chatCerebro
Coordinated multi-agent missionManualUsually one threadOne Conductor and named agents
Durable agent working stateYou reconstruct itConversation-centricDecisions, next step, questions, files
Live operations viewPane statusChat historyMission Canvas and run state
Claude and Codex rolesOpen both yourselfVendor-specificProvider choice per mission role
Pause, stop, or redirect the fleetProcess by processThread by threadMission-level command
Recorded actions and outcomesBuild your own logChat transcriptReceipts, Audit, and run history
Local ownership of operating stateFiles are yoursService-ownedNative app state on your Mac
Fast casual chatMore setupBest fitA heavier operating surface
Versus terminal multiplexers

Keep the terminals. Add the operation.

tmux, Warp, and ordinary terminal windows remain the most flexible way to drive individual provider CLIs. Cerebro adds coordination and state across those agent processes.

  • Cerebro advantage: one mission, named roles, durable handoffs, visible blockers, and receipts.
  • Terminal advantage: immediate shell freedom, remote SSH work, and no new interface to learn.
  • Practical answer: use the terminal for direct work and Cerebro when the fleet itself becomes the problem.
Best fit

Several agents, one outcome

When forgotten tabs, repeated briefings, and invisible handoffs cost more than the app layer.

Versus desktop chat apps

Execution instead of another conversation.

ChatGPT and Claude desktop apps are easier for a quick answer, broad consumer access, and mobile use. Cerebro is built for a coordinated operation over the provider CLIs and workspaces you already own.

  • Cerebro advantage: multiple agents, real project state, autonomous workflows, and live Mission command.
  • Chat advantage: lower setup, polished mobile access, and excellent one-off conversation.
  • Different job: one helps you talk to a model; the other helps you run a fleet.
Deliberate boundary

Autonomy starts when you choose it

Under the selected autonomous top-level boundary, the Conductor and agents have full operational control only inside the workspace and connected services you chose.

Versus agent frameworks

A product surface instead of a platform project.

Open-source agent frameworks offer maximum composability and are the right choice when the orchestration itself is your codebase. Cerebro packages an opinionated native operating experience.

  • Cerebro advantage: Mission, Conductor, memory, provider handoff, workers, and Audit arrive together.
  • Framework advantage: arbitrary runtime architecture, server deployment, custom models, and deep code-level extension.
  • Honest tradeoff: Cerebro optimizes for Mac operators, not every possible agent topology.
Bring your own providers

No bundled model plan

You install and authenticate Claude Code or Codex. Provider cost and availability remain on those accounts.

Signed public beta

Choose the operating surface that fits.

If your problem is coordinating a real agent fleet on a Mac, join for the public beta.

Join the waitlist