Wed. Feb 18th, 2026

The Human-in-the-Loop AI: Reviving the Lost Art of Procedure Manuals


We often treat “automation” and “documentation” as enemies. The prevailing DevOps wisdom is that if you have a runbook, you should automate it into a script. If you can’t automate it, you tolerate it as toil.

However, in complex cloud operations (CloudOps), there are persistent “Non-Automated Domain” tasks that require human judgment, complex troubleshooting, or legacy system interaction. When these tasks fail, it’s rarely because the engineer lacked skill; it’s because the documentation was ambiguous, outdated, or written by someone who left the company three years ago.

By uttu

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