Automation failures are dangerous when they stay invisible. QA needs heartbeat checks, anomaly alerts, and clear rollback paths.
We define failure budgets for critical flows and assign explicit owners for each integration boundary.
The fastest teams treat automation reliability as product quality, not backend maintenance.