We build the tools.We teach the stack.
Real open source tools used in real clusters, plus 192 deep-dive articles, free roadmaps, and hands-on labs for Kubernetes and AI infrastructure.
$ kubectl get products
Open source, really used
Not demos. Tools we run ourselves and maintain in the open, for local clusters on Apple Silicon, upgrades, ingress migrations, day-2 ops, and AI agent memory.
KIAC
Kubernetes in Apple Containers
Local Kubernetes on Apple's container framework, every node is its own lightweight VM. Metrics, storage, and LoadBalancer included out of the box.
SRELens
The Kubernetes control room
A Kubernetes desktop workspace built in Rust, fast, native, and ready for both engineers and AI agents.
kubectl upgrade
The conductor for any Kubernetes upgrade
Pre-flight, run, watch, unstick, verify, one kubectl plugin that conducts cluster upgrades end to end, including fleets.
ing-switch
Escape Ingress NGINX in minutes, not days
Migrate Kubernetes Ingress NGINX to Traefik or Gateway API, automated scanning, annotation mapping, and manifest generation. CLI + web UI.
memwarden
One brain. Every agent. Yours.
Verified, self-custodied memory for AI coding agents, audit what your agents remember, share one memory across all of them.
⌨️ Hands-on labs
Free Killercoda scenarios, a real cluster in your browser, zero setup.
$ kubesimplify learn
Roadmaps that are actually free
Stop bookmarking roadmap PNGs. These are living paths through real articles, video courses, and labs, in the right order, no paywall.

Free e-book
GPU-Enabled Platforms on Kubernetes
Time-slicing, MPS, MIG, DRA, the whole GPU story, free.
$ tail -f content
Fresh from the blog & channel
192 articles by 62 practitioners, and a YouTube channel 50K engineers trust.
$ kubesimplify partner --curated
Work with the team engineers already trust
Workshops, technical videos, deep-dive articles, and DevRel, built by a KubeCon co-chair and CNCF ecosystem leaders, for a 100K+ engineering audience.