BURT CONSULTANTS
Topic

ai infrastructure

5 pieces tagged “ai infrastructure”.

Briefing

Platform engineering — not model quality — is the new AI production bottleneck.

KubeCon EU 2026 showed the cloud-native ecosystem embedding AI into platforms and making platforms ready for AI. The constraint now is infrastructure engineering, not model capability.

kubeconai infrastructureplatform engineeringkubernetes
2 min read
Briefing

What enterprise buyers should ask vendors about Kubernetes-native AI infrastructure.

KubeCon EU 2026 will feature dedicated tracks on AI infrastructure, GPU inference and AI observability. Enterprise buyers should treat the event as a checklist, not a catalogue.

kubernetesai infrastructurekubeconcncf
2 min read
Briefing

Lessons from CERN's cloud-native AI scientific computing architecture.

CERN's CNCF reference architecture combines Kubeflow, KServe, Kueue, Kyverno, Longhorn and GPU operators. The result is a practical template for any organisation running AI on Kubernetes.

kubernetesai infrastructurecernkubeflow
2 min read
Briefing

Ten platform engineering predictions and a pragmatic UK roadmap.

The Platform Engineering community's 2026 outlook points to agentic infrastructure, AI code safety nets, self-architecting systems, FinOps gates and governance-by-default.

platform engineeringdevopsai infrastructurefinops
2 min read
Briefing

What Nvidia Vera Rubin means for your AI infrastructure budget.

Nvidia’s Vera Rubin platform promises five times the training compute of Blackwell at a fraction of the token cost. For infrastructure planners, the signal is clear: do not lock in long-term hardware commitments just yet.

nvidiahardwareai infrastructurecost
2 min read

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