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Use AI Cloud

This section groups the operational guides for people using AI Cloud.

Guides

GuideUse it when
Platform CapabilitiesYou need to know what AI Cloud already exposes through UI, CLI, SDK, and API.
AI Cloud User GuideYou need a complete task-based user guide from first sign-in through launch, connect, release, CLI, SDK, and troubleshooting.
QuickstartYou need the first end-to-end launch walkthrough.
Resource Hierarchy And RolesYou need to understand ownership, role, project, and billing context.
User OnboardingYou are signing in and preparing your account for the first time.
Launch ComputeYou need direct GPU or CPU capacity and a concrete launch/connect/release path.
Launch And OperateYou need to launch compute, apps, notebooks, schedulers, or endpoints.
Tenant AdministrationYou manage users, projects, service accounts, quota, and spend.
Troubleshooting PlaybookA flow is blocked or a workload needs recovery.

Normal Work Pattern

  1. Confirm tenant and project.
  2. Confirm account security and access keys.
  3. Choose the runtime family.
  4. Review cost, quota, storage, and access prerequisites.
  5. Launch.
  6. Connect through the supported runtime action.
  7. Monitor state, usage, and spend.
  8. Release the runtime when finished.

Product Surfaces

SurfacePrimary use
WorkloadsActive runtimes, status, connect actions, release actions.
ComputeRaw GPU node or slice capacity launch.
AppsPackaged runtime catalog and app launch.
StorageBuckets, data substrate, and storage ownership posture.
AccessProjects, members, identities, service accounts, and credentials.
AccountProfile, billing, MFA, sessions, SSH keys, and API keys.

Minimum Self-Service Path

For a new user, the intended self-service path is:

  1. AI Cloud User Guide
  2. Platform Capabilities
  3. Quickstart
  4. Resource Hierarchy And Roles
  5. Account Security
  6. Launch Compute or Launch And Operate
  7. Billing And Storage
  8. Troubleshooting Playbook if a blocked state appears

Good Operating Habits

  • Keep tenant and project context visible before launching work.
  • Release unused capacity promptly.
  • Prefer product-visible correlation IDs over screenshots of secrets.
  • Use service accounts for automation rather than shared user credentials.
  • Review stale access, stale sessions, and long-running workloads regularly.