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techMEDIUM2026-04-22 22:03 UTC

Claude Code for the Outer Loop: An AI SRE Playbook to Reduce On-Call Toil

It is 2:13am. PagerDuty fires for checkout-service, p95 past threshold for four minutes. You open Datadog, find the wrong dashboard, then the right one, then the CI tool for recent deploys, then Jira for open incidents, then #incidents in Slack to check whether a co-worker is already in the war room

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