Solutions
The same platform serves one developer with two machines and an organization with many teams. What changes is what you use most.
Individual developers
Use every machine
Queue tasks from your laptop and let your desktop or a spare server run them.
When your subscription limit hits, tasks wait precisely for the reset — or continue on a local model.
Come back to verified branches
Every task ends with your tests passing and a commit on its own branch.
Software teams
Shared workers
Build servers run tasks for everyone with access to the project.
Every pull request gets a review task, posted back as a comment review.
Label an issue or comment /agent to start work.
Roles and approvals
Decide who creates tasks, approves pushes and installs capabilities.
Project knowledge
Conventions written once reach every agent working on the project.
Break large goals into dependent tasks that run in order.
Agencies
A project per client
Each with its own repositories, knowledge, policies and environments.
Per-client secrets
Environment profiles deliver each client’s credentials only to its tasks.
Package your stack conventions — Shopify, WordPress, Laravel — as skills and install them per project.
Usage per task
Tokens and cost recorded per task, agent, provider and model when agents report them.
Self-host in minutes, or use the managed cloud.