How-to· 1 min
Keeping automations alive six months later
The most common cause of failure is not technical.
AI Tools Hub Editorial · published · updated
Why they decay
- A connected API changed
- A page's structure changed
- Credentials expired
- The author left
- The business process changed and the automation no longer matches it
The last is the most frequent: the system runs correctly while doing something that is no longer wanted.
Decide before building
| Item | Decide |
|---|---|
| Owner | Who fixes it, by name |
| Monitoring | How you confirm it ran |
| Alert target | Who hears about a failure |
| Stop condition | How to revert to manual |
| Review date | How often to check it against the process |
Monitor absence, not errors
Error alerts miss the silent stop. Record a success marker at the end of each run and alert when that marker goes stale — more reliable than watching the process itself.
Review twice a year
- Is this still needed
- Has it actually run recently
- Is the owner still here
- When do the credentials expire
Delete aggressively
Unused automations inflate the review burden until nothing gets reviewed. Archive the configuration so it can be rebuilt, then delete it; that makes deleting easy to agree to.
FAQ
What if there is only one maintainer?
Build fewer. There is a ceiling on what one person can maintain, and past it none of them are trustworthy.