Why Kubernetes Broke Traditional Monitoring – and What Observability Looks Like in the AI-Infrastructure Era

Kubernetes has quietly become the operating system of enterprise infrastructure. According to the CNCF’s 2025 Annual Cloud Native Survey, 82% of organizations now run Kubernetes in production, up from 66% just two years earlier. That’s not a niche adoption curve anymore. It’s the default. But most monitoring stacks in use today were designed for a […]

from
https://alltechmagazine.com/why-kubernetes-broke-traditional-monitoring/