Monitoring
- Every run logs success/failure with timestamps — and someone actually looks at failures.
- Alerts fire on failure rate spikes, not just single failures (single failures are noise; spikes are signal).
- A heartbeat check confirms the automation ran at all — scheduled jobs die silently more often than they error loudly.
Dependencies
- Credentials and API keys have documented expiry dates with renewal reminders.
- Upstream API changelogs are watched; breaking-change announcements get a calendar entry.
- Rate limits and quotas are tracked — growth in usage eventually hits every limit.
Review cadence
- Quarterly: re-verify the ROI math — usage patterns drift, and some automations quietly go negative.
- After any incident: update the recovery design, not just the code.
- Annually: confirm someone still owns it. Orphaned automations are the ones that fail catastrophically.
Documentation minimum
- What it does, in one paragraph a non-author can understand.
- How to stop it (kill switch) and how to run the manual fallback.
- Where the logs and alerts go, and who receives them.
Assumptions and limits
- Cadences are starting points; adjust to the automation's criticality.
Common questions
How often should automations be reviewed?
Monitor continuously (alerts on failure spikes), re-verify the ROI math quarterly, and confirm ownership annually. Critical automations deserve more; trivial ones less — but none deserve zero. Alerts should fire on failure-rate spikes rather than single failures, and after any incident the recovery design itself gets updated, not just the code that failed.
What is a heartbeat check for automation?
A signal confirming the automation actually ran on schedule — not just that it didn't error. Scheduled jobs often die silently (disabled schedule, expired credential), and without a heartbeat nobody notices until the missing output matters. Every run logs success/failure with timestamps, and someone actually looks at failures; alerts fire on failure-rate spikes, because single failures are noise while spikes are signal.
Who should own an automation?
One named person who understands what it does, gets its alerts, and can stop it. Shared ownership usually means no ownership — and orphaned automations fail at the worst moments. The owner also holds the operational knowledge: how to stop the automation with its kill switch, how to run the manual fallback, and where the logs and alerts go.
Published · Updated . Automation planning guides for founders and developers. Models are planning tools, not guarantees.