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techHIGH2026-05-03 20:54 UTC

How I Built an AI Agent That Handles On-Call Incidents and Pauses for Human Approval Before Touching Production

The Problem It's 3 AM. PagerDuty fires. You drag yourself to your laptop. Open Grafana. Squint at a spike. Switch to Kibana, filter logs, grep for errors. Cross-reference a recent deployment. Form a hypothesis. Write a Slack message explaining what you found. Wait for someone to approve your fix.

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