AI-generated #Kubernetes YAML looks perfect — until you apply it.
Hallucinated fields. Wrong versions. Deprecated options.
All symptoms of pattern-matching without grounding in real schema.
So I built a fun experiment: first a #vCluster YAML CLI to help me validate my own configs. Then I thought: why not package it as an MCP server and let AI do it?
The results were surprisingly good!
Try it yourself: https://piotrzan.medium.com/stop-ai-from-hallucinating-your-kubernetes-yaml-10142f685a8b
#vcluster and multitenancy stream just started: https://www.youtube.com/watch?v=il5sYzSoHP4
Even More #OpenTelemetry - #Kubernetes special.
* From Docker Compose to #Helm
* Helm subcharts for the win
* Kubernetes topology with #vCluster
* #Traefik as an Ingress Controller
* Exposing services and the Ingress class
* A touch of the #OpenTelemetryCollector
* Initializing PostgreSQL with data
* Kubernetes instrumentation of pods
* Bonus: A new #Quarkus component
Virtual clusters have their own API server, which makes them much more powerful and better isolated than namespaces. They are also much cheaper than separately created, «real» Kubernetes clusters. Container technology as a service: Your managed Kubernetes cluster includes a selection of fully managed software, giving you everything you need to run your applications in production.
This week’s post is the third and final in my series about running tests on #Kubernetes for each pull request. In the 1st post, I described the app and how to test locally using #Testcontainers and in a #GitHub workflow. The second post focused on setting up #GKE and running end-to-end tests on Kubernetes.
In this post, I’ll show how to benefit from the best of both worlds with #vCluster: a single cluster with testing from each PR in complete isolation from others.
How to Build a #Multitenancy Internal Developer Platform (#IDP) with #GitOps and #vCluster
Thanks @BeJUG 🇧🇪 for having me and thanks @TCoolsIT for the organization.
I'm happy to have explained to developers how to use @opentelemetry with a touch of #vcluster.
I finished today my demo about #WebAssembly on @kubernetesio with a touch of #vCluster.
I'll be ready for my talk JCon conference in Köln on May 13th. Interested? Join me there 😎
#ChaosEngineering with #ChaosMesh and #vCluster: Testing Close to Production
Pioneered at Netflix over a decade ago, chaos engineering is a term used to describe the organized and intentional introduction of failures into systems in pre-production or production to understand their outcomes better and plan effectively for these failures. In a previous arti...
piotr 
Nicolas Fränkel 🇪🇺🇺🇦🇬🇪
Nine Internet Solutions AG