Skip to content
Edouard Topin's Blog
Portrait of Edouard Topin

Edouard Topin

Cloud & DevOps · infrastructure enthusiast

Open notes on cloud, automation and everything that keeps a platform running — driven by curiosity and the urge to share.

VMware · Kubernetes · CI/CD · Cloud hybride

Article series

Structured paths that follow a topic from context to operational decisions.

All series
Private AI on VCF

private-ai-vcf

Private AI on VCF

4 articles

A practical path for running private AI on VCF, from architecture to GPU pooling, vector databases and production RAG.

Open series
What's new in VCF 9.1

vcf-9-1

What's new in VCF 9.1

4 articles

A four-part series decoding VMware Cloud Foundation 9.1: infrastructure efficiency, networking, Kubernetes self-service, security and resilience.

Open series
VKS on VCF 9

vks

VKS on VCF 9

5 articles

Architecture, networking, first cluster, day-2 operations and GitOps for VMware Kubernetes Service on VCF 9.

Open series

Every article

All articles50

2026

  1. 16 min readCloud native FinOps · 03/03

    FinOps cost models: what AWS, Azure and GCP bill — and what VCF calculates

    An EKS cluster-hour, an AKS tier, a GKE Pod request and depreciated VCF hardware are not four values of one variable. What each platform bills, and what VCF calculates instead.

  2. Network policies and Cilium: building a defensible default-deny

    The NetworkPolicy API ships with Kubernetes; enforcing it is the CNI's job. What Cilium adds, what stays standard, and how to reach default-deny by watching real flows before blocking any.

  3. Kubernetes RBAC: the foundations, and the pitfalls that survive an audit

    Every one of these pitfalls is published on kubernetes.io. What is missing is the ordering — and the path that leads from a vSphere Namespace straight to cluster-admin.

  4. Runtime security: Falco and Tetragon, and how to actually choose

    Falco and Tetragon both collect through eBPF. What separates them lies elsewhere: event scope, rule model, and above all what each one can actually prevent.

  5. Supply chain security: Sigstore, SBOM, admission control

    Kubernetes verifies no image signature on its own. Signing with Sigstore, inventorying with an SBOM, refusing at admission — and what each of those verbs actually covers.