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Operations and automation
Updated: 2026-09-30

Controlled actions and rollback

Idempotent operations, preview, approval, audit, and compensation.

Action contract

  • Exact operation and target resource.
  • Validated input and expected effect.
  • Idempotency key and execution deadline.
  • Required permission and approval level.
  • Verification and rollback strategy.

States

Proposed, pending approval, running, completed, failed, cancelled, and rolled back are distinct. A timeout does not prove an external write did not occur.

Related documentation

AI governance and controlled actions

Permissions, quotas, schemas, audit, approvals, and rollback for AI operations.

Recommendations and alerts

Inspect the signal, evidence, and expected impact before taking action.

Error model and diagnostics

Stable code, safe message, request ID, retry semantics, and remediation owner.

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