Automation & Orchestration

Responsibilities

• Automate operational tasks and cross-system workflows.
• Provide job scheduling, runbooks, and policy-driven automation.
• Coordinate safe rollouts and remediation actions.

Key interfaces

• Job definitions and triggers (cron/event-driven).
• Runbook execution and approvals for risky actions.
• Policy engine integration for automated decisions.

Operational signals

These are the measurements that tell you whether this layer is healthy in production.

• Job success rate and duration (p50/p95).
• Queue depth and retries for scheduled work.
• Change-induced incident rate.

Failure modes

• Automation loops causing repeated damage.
• Unreviewed runbooks executing privileged actions.
• Missing idempotency in jobs.

Production readiness checklist

• Require approvals for destructive actions; log all runbook executions.
• Make jobs idempotent and safe to retry.
• Add rate limits and kill switches for automation.