kctx turns Kubernetes API state into compact operational context for humans, scripts, and AI SRE workflows.
Kubernetes gives us an incredibly powerful API.
It also gives us a familiar debugging ritual:
kubectl get pods
kubectl describe pod ...
kubectl get svc ...
Kubernetes was built for quick, stateless web requests, but AI agents need a whole new kind of fast, stateful infrastructure to…
The honest bear case against our own product: if agents operate the cluster, who needs the UI? What actually dies, and the job…
I spend most of my day managing Kubernetes clusters from the terminal. Like many engineers, I rely...
Learn what context orchestration is, how it differs from RAG and prompt engineering, and how Redis powers the context engine…
After months of juggling between kubectl terminals, dashboards, and logs, I finally got fed up. So I...
AI agents can help with Kubernetes security reviews, but direct cluster access turns a useful assistant into a control-plane…
