Will AI Replace Ops Engineers by 2025? From Automated Troubleshooting to One‑Click Deployments
The article examines how AI is reshaping operations—from instant fault detection and 47‑second incident resolution to natural‑language deployment scripts, predictive capacity planning, continuous security monitoring, and automated knowledge bases—while arguing that engineers will transition from fire‑fighters to system designers.
