Cloud systems have crossed a threshold in scale, speed, and interdependence where the classical model of human-centric operations no longer provides reliable control. Modern infrastructure is elastic, distributed, and continuously changing. Software delivery is frequent, and the operational surface area expands with every new service, region, dependency, and identity pathway. Security threats evolve faster than static controls can be updated, and compliance expectations increasingly demand evidence, traceability, and continuous risk management rather than periodic audits.Devops matured as a...