Turn Claude Code Into an AI SRE
Dev.to AI
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Generative AI
Key Takeaways Five proven outer-loop workflows for using Claude Code as an AI SRE: incident triage, runbook execution, postmortem drafting, SLO investigation, and on-call handoffs. The bottleneck isn't the model - it's the MCP runtime. The Context-Loading Tax Is Killing Your On-Call It's 2:13am. PagerDuty fires. You open Datadog, find the wrong dashboard, then the right one. Then CI for recent deploys. Then Jira for open incidents. Then Slack to check if someone's already in the war room. Eight minutes in, you have a working hypothesis.