User signs in
Auth creates a user, organization, default project, and ledger account.
Platform
One control plane for terminals, containers, and AI usage.
Build the user experience around cloud workspaces, then keep provider access behind a metered backend gateway.
Workspace starts
The backend schedules an isolated container and mounts the user's project files.
Terminal connects
The browser uses WebSockets to attach to a PTY session with lifecycle controls.
Models are proxied
CLI helpers call your model gateway, not provider APIs directly from the container.
Usage is billed
Token counts, runtime minutes, and provider costs become ledger events.
Admin controls risk
Admins can pause users, kill sessions, review logs, and adjust credits.
Frontend pages needed
Marketing, auth, dashboard, terminal, billing, workspace files, usage history, admin, settings, and support.
Backend services needed
Auth, database, Docker orchestration, PTY bridge, provider gateway, usage meter, billing ledger, Stripe, and audits.