Controlled execution and recovery
Every proposed action passes deterministic checks for scope, current permissions, impact, approvals, and budgets before execution. Durable job state and execution records support restart recovery, avoid duplicate work where outcomes are known, and keep cancellation or unresolved cleanup visible.