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Your company wants an AI agent in the on-call rotation. What does it do, and what does it never do?

The valuable part is the first ten minutes of context gathering, which is tedious and mechanical. The dangerous part is anything that changes production while a human is still working out what is wrong.

Updated Sep 2026 · Grounded in researched DevOps, SRE and platform engineering interview loops, written to a senior-engineer editorial bar, and never padded to hit a word count.

The valuable part is the first ten minutes of context gathering, which is tedious and mechanical. The dangerous part is anything that changes production while a human is still working out what is wrong.

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