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Pim Widdershoven

Pim Widdershoven

IT / Solution Architect | Engineer at Heart | Cloud, Platform, Security, DevOps

Recent

Kata Containers: sandboxing AI agents and CI pipelines

·11 mins
Standard containers share one kernel with everything else on the node, which is a risk for code that can’t be trusted. This post explains how Kata Containers gives each pod its own kernel, what that costs, and how I use it to run CI pipelines and AI agents in it, sandboxed.

GitOps as an audit trail: why a Git log beats a ticket system

·13 mins
Most teams treat audit evidence as paperwork they assemble after the fact. With GitOps the evidence is a side effect of how you already deploy. This post explains GitOps in plain terms, why a signed and reviewed change history is stronger proof than a ticket, and how to handle the two cases that still break it: emergency changes and drift.

Two GitOps controllers, two layers: FluxCD for the foundation, ArgoCD for applications

·12 mins
With Talos, Cilium, Linstor, and cert-manager in place, the cluster has infrastructure but no principled way to operate it. This post adds GitOps: FluxCD for the foundation layer where ordering and simplicity matter, ArgoCD for the application layer where a UI and per-project scoping matter more. The bootstrap sequence that hands control from a script to a Git repo, the self-management property that follows, and what GitOps does not tell you about developing against it.