Studio guide / Administration
Know which workspace actions change access, billing, or compute.
Plan controls are enforced by the backend. Operator previews change presentation only and never grant compute, credits, seats, or paid entitlements.
Plans
Community observes; Pro builds; Team administers.
Community
Inspect core evidence and connect customer-hosted compute. Guided Build & Run and rendering remain locked.
Pro
Use guided workflows, code inspection, rendering, and the included managed-CPU allowance.
Team
Edit complete workflow manifests, manage up to ten seats, and use deeper replay and perturbation views.
Compute
Authorization happens before execution.
Managed execution is CPU-only. Studio sizes the job, checks the workspace allowance or purchased balance, and holds the estimated amount before queueing. Customer-hosted CPU or GPU runners keep provider credentials outside Studio.
Internal plan preview is for visual verification. The backend still evaluates the workspace's real plan for execution and billing.