Automation and Cron
Operate scheduled workflows with predictable execution and safe retry behavior.
Automation workflows drive reminders, follow-ups, and asynchronous operational tasks. Schedule design must prevent duplicate side effects.
Automation goals
These goals define safe scheduled execution.
- Jobs run at the intended cadence with clear ownership.
- Duplicate execution does not create duplicate customer impact.
- Failures are visible quickly and recoverable with documented steps.
Scheduled job workflow
Use this process for scheduled workflow operations.
Define cadence, job owner, and operational purpose.
Validate prerequisite dependencies before enabling schedule.
Monitor success, backlog trends, and repeated failure patterns.
Document and rehearse retry and manual recovery actions.
Operational safety controls
Use these controls to prevent automation incidents.
- Avoid overlapping schedules for the same logical job scope.
- Apply idempotency where repeated execution is possible.
- Alert on backlog growth and repeated retries.
- Use controlled rollout for new or changed schedules.
Duplication risk
Overlapping schedule windows can create duplicate notifications, repeated state changes, and reconciliation noise.
Next steps
- Pair automation checks with Admin monitoring.
- Align callback assumptions with Webhook callbacks.
- Use Troubleshooting for recurring failures.
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