What we observe running cloud infrastructure: verified numbers, recurring blind spots, and what we wish we had known earlier.
A one-page compatibility snapshot for teams running GPU workloads on Kubernetes without a platform team, checked line by line against the NVIDIA, Kubernetes, cert-manager, Cilium, Calico and Helm official pages on 2026-09-04.
AI-driven RAM inflation is repricing European bare metal, a CVSS 10.0 hit the cloud identity plane, and GitHub had two bad days.
Europe got angry about cloud dependency. The market share number did not move.