GRUPAAI SANDBOX FIXTURE

Developer fixtures

Choose a bounded scenario for a sandbox worker.

Real-web challenge tier

These sites use dense navigation, overlays, visual comparison, long pages, repeated controls, responsive layouts, and multi-step state while retaining deterministic pass/fail contracts.

Native desktop contracts

Workflow demos

Atomic capability checks

Every fixture is deterministic and local to this service. No email, real order, payment, booking, publication, trade, enrollment, background check, appointment, outreach, hiring decision, incident, dispatch, accounting entry, calendar invitation, CRM mutation, research publication, or third-party mutation is performed. Native desktop entries are fail-closed catalog descriptors, not browser substitutes for licensed Microsoft Office applications.

Network checks