Independent engineering publication
Sourced news, in-depth analysis and hands-on tutorials across AI engineering, platform engineering, infrastructure as code and security. Every article is reviewed by a human editor.
Adding Istio 1.30 and Kiali 2.34 to a self-hosted Minikube cluster: what the traffic graph showed, the outage it caused, and our Kiali checklist.
12 min read
Istio for engineers new to service mesh: architecture, features, a Minikube install with Bookinfo, troubleshooting and fixes, with notes from a real cluster.
24 min read
How system design moved from mainframes and client-server apps to the web, SOA, the cloud and microservices, and why each change happened. Part 1 of 2.
18 min read
Platform engineering, AI-native architecture, one shop designed in 1992, 2012 and 2026, a real case study and how interviews changed. Part 2 of 2.
21 min read
Karpenter, KEDA, Istio, Linkerd, Cilium, cert-manager, Velero and Kyverno: how they work, validated examples, a production architecture and troubleshooting.
15 min read
Helm, Argo CD, Flux, Kustomize, K9s, Lens and Prometheus: what each tool does, how it works inside, and how to run and debug it on a real cluster.
13 min read
DevOps interview preparation for 2026: a 7-week roadmap, model answers for Linux, Kubernetes, AWS, Python and MCP, and two full system design walkthroughs.
33 min read
Eight areas where engineering teams make the decisions that matter most right now.
Systems the editor has built, and how they work.
MOKS investigates production problems with live Kubernetes, Prometheus and Loki evidence, keeping observed facts apart from suspected causes.
5 min read
How this site works - Next.js on Minikube with PostgreSQL, Redis, Cloudflare R2, built-in admin, audit log, encrypted backups and full observability.
10 min read
A polyglot microservices store - TypeScript, Python, Java - with an AI shopping assistant, MCP tools and full observability, deployed with Argo CD.
1 min read
The rules behind the publication, so you know what you can rely on.
An editor reviews and approves every article before it is published.
Editorial policyNews and summaries cite their sources, listed at the end of each article.
How we sourceErrors are fixed promptly, with a dated note on the article.
Corrections policyAI may assist with discovery and drafts. It never publishes on its own.
AI use policyEditor
Writes and edits Jithendar.com and builds the systems behind it, including RoboShop AI, a public microservices storefront with an AI shopping assistant, deployed on Kubernetes.