Monitoring Workflows: Log Everything That Matters

Omar Mahmoud

VP of Engineering

April 9, 20265 min read~8 min

Every workflow run should leave behind enough truth to answer three questions: What was supposed to happen? What actually happened? Where did the two diverge?

The minimum log contract

Alert on the exception, not the average

Dashboards tell you the system is fine right up until it isn't. Alert on the specific failure modes that require a human — a payment step failing twice, a sync sitting in retry for an hour — and leave the averages to the charts.

💡 If a workflow failed and you can't explain it from the logs in under five minutes, that's an observability bug, not an automation bug.
#Observability#Logging#Reliability

Omar Mahmoud

VP of Engineering at Nexaro Tech

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