iiinova — where your digital self keeps evolving

Attune watches real pod usage and adjusts CPU and memory requests without restarting pods, with canary rollouts, safety checks, and automatic rollback ➜ ku.bz/bqN9cJ24f

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Kube Architect @kube.archi · 6h

Sveltos manages apps and add-ons across multiple Kubernetes clusters from one management cluster using Helm, YAML, Kustomize, Carvel, or Jsonnet, with deployment ordering and drift repair ➜ ku.bz/s0f7l2QBf

https://raw.githubusercontent.com/projectsveltos/sveltos/refs/heads/main/docs/assets/sveltos_pull_mode_readme.png

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Reposted by Kube Architect

KubeFM @kube.fm · 7h

🗣️ Fabián Sellés Rosa explains the technical challenges when platform tenants want to integrate with external managed Kafka services, including private links for security and DNS rewriting for seamless access Watch the full episode: ku.bz/NsBZ-FwcJ

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Reposted by Kube Architect

LearnKube @learnkube.com · 10h

This week on the Learn Kubernetes Weekly: 🔥 Building Modelplane on Crossplane 🚪 Why Ingress Is Being Replaced 🛡️ Fragile VMs to Bulletproof GitOps 💾 500 MB Buffer Killed Our Job 🎮 GPU MIG + Kueue ⭐️ LearnKube Read it now: kube.today/issues/203

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Reposted by Kube Architect

KubeFM @kube.fm · 29/09/2026

"Most teams don't lack tools — they lack trust." Ray Chen on why automation adoption is stalling 📺: ku.bz/w50VfwtYd

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Kube Architect @kube.archi · 29/09/2026

This tutorial shows how to put dev, QA and staging clusters to sleep overnight with KEDA's cron scaler, including the Argo CD gotchas around CRDs, RoleBindings and replica drift ➜ ku.bz/7zK_Wx9G4

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Kube Architect @kube.archi · 29/09/2026

This article explains how to design a production-grade MCP server for platform teams, with governance, backend clients, tool definitions and auth as four separate layers, plus the RBAC and deployment work needed before it touches a real cluster ➜ ku.bz/6c5t89LYj

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Kube Architect @kube.archi · 28/09/2026

This article explains how to deploy agentic AI on Kubernetes using a four-layer architectural stack It details model inference, fine-tuning, and agent orchestration using tools like KAITO, Ray, and MCP ➤ ku.bz/Gw2X5272D

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Kube Architect @kube.archi · 28/09/2026

This article explains why Ingress is being replaced by the Gateway API, what the new Gateway, Route and Policy resources actually do, and how to choose a gateway controller before migrating ➜ ku.bz/5TpylGbvV

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KubeFM @kube.fm · 28/09/2026

Metrics can suggest a change, but the teams will still need a set process to apply it safely Andy Suderman from Fairwinds on Kubernetes rightsizing workflows 📺: ku.bz/FGp7F8Zw8

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Kube Architect @kube.archi · 28/09/2026

Ballast is a Kubernetes operator that reads real usage history and fixes CPU and memory requests itself, at admission time or in place on running pods ➤ ku.bz/Tb0pCzSJc

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Kube Architect @kube.archi · 28/09/2026

This article explains the two hard parts of backing up databases on Kubernetes: getting a consistent snapshot while writes continue, and patching what the app points at during a Velero restore ➜ ku.bz/9n8-wN5bD

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Reposted by Kube Architect

LearnKube @learnkube.com · 28/09/2026

Join us for LearnKube Day in Salt Lake City on November 9 A free day of hands-on Kubernetes, AI SRE agents, technical talks, and YAML Games Register: learnkube.com/learnkube-day-salt-la…

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Kube Architect @kube.archi · 27/09/2026

kro is a Kubernetes operator that lets you bundle many resources into one reusable custom resource, and it works out the dependencies and creation order for you ➤ ku.bz/N58b_-TZm

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Kube Architect @kube.archi · 27/09/2026

diffyml compares YAML files by structure instead of line by line, and knows enough about Kubernetes resources to match them up even when the order changes ➤ ku.bz/69kPj1b9R

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Kube Architect @kube.archi · 26/09/2026

This case study shows how Netflix moved millions of batch jobs from its homegrown queueing system to Kueue, without the people submitting those jobs noticing any change ➤ ku.bz/3WtH2Fml9

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Kube Architect @kube.archi · 26/09/2026

A native iOS and Android app for monitoring and managing Argo CD deployments from your phone ➤ ku.bz/B2PTPHXxL

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Kube Architect @kube.archi · 25/09/2026

CruiseKube is a Kubernetes-native resource optimization controller that automates CPU and memory right-sizing for workloads at runtime and admission time ➤ ku.bz/tpcxHcx1Z

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Kube Architect @kube.archi · 25/09/2026

This case study explains how Modelplane was built entirely as a Crossplane configuration, with no custom controllers, to turn GPUs spread across clouds into one fleet behind a stable inference API ➜ ku.bz/Qk7c12L-R

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Kube Architect @kube.archi · 25/09/2026

KubeTable is a local-first desktop app for browsing databases inside your clusters, finding them from your kubeconfig and handling port-forwards so you can query Postgres, MySQL, Redis or MongoDB directly ➤ ku.bz/TGdTskJzd

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Kube Architect @kube.archi · 25/09/2026

This case study shows how a team ran one Kafka cluster stretched across three separate Kubernetes clusters with Strimzi, Submariner and Cilium, and kept it alive when a whole cluster went down ➜ ku.bz/h_X-GXdB5

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Kube Architect @kube.archi · 24/09/2026

This article presents a proof of concept in which an Elasticsearch MCP server runs on Kubernetes so an SRE agent can search logs in plain language, and it ends with the authentication and RBAC work still needed for production ➤ ku.bz/sVf2HFvfq

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Kube Architect @kube.archi · 24/09/2026

This case study shows how a payments company rebuilt deployments around GitOps with Argo CD on Kubernetes, so every production change is a reviewed Git commit and PCI audits stop being guesswork ➜ ku.bz/rPwVfs6rD

https://dodopayments.com/_astro/eng-gitops-inline-1.DbFa_zU2_JthF7.webp

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Reposted by Kube Architect

LearnKube @learnkube.com · 24/09/2026

This case study shows how to migrate from fragile EC2-based infrastructure to AWS EKS with GitOps using ArgoCD, Jenkins, and SonarQube for a URL shortening platform, achieving 80% faster deployments and self-healing infrastructure ➜ ku.bz/RGMgc_zBz

https://miro.medium.com/v2/1*-i884rTPk4GDkY9WaEUZ1Q.jpeg

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Kube Architect @kube.archi · 24/09/2026

This tutorial walks through deploying the WSO2 API Platform Gateway on OpenShift, from building the images and installing cert-manager to applying the gateway operator, a sample REST API, and the route that exposes it ➤ ku.bz/mgzxbfHBW

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Kube Architect @kube.archi · 24/09/2026

This case study shows how a nightly export job kept getting OOM-killed on Kubernetes, and how switching to streaming dropped its memory use from 700 MB to about 30 MB ➜ ku.bz/T5zphvrfJ

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Reposted by Kube Architect

Kube Events @kube.events · 24/09/2026

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Kube Architect @kube.archi · 23/09/2026

This case study shows how one engineer built k8s-rightsizer in four days and cut Kubernetes costs by 36%, by applying CPU and memory recommendations automatically ➜ ku.bz/k2P-c1P8V

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Kube Architect @kube.archi · 23/09/2026

This article lays out a GitOps reference architecture for running one app across 25 regions, where every region reconciles itself with Argo CD and a rollback is a git revert scoped to that region alone ➜ ku.bz/Szhjv5TwS

https://miro.medium.com/v2/1*oOYa2uXHF7vgtnnj-QyAyg.png

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Reposted by Kube Architect

LearnKube @learnkube.com · 23/09/2026

This week on the Learn Kubernetes Weekly: 🔥 From etcd to Spanner 😌 Deploying Made Boring 🐘 Zookeeper on GKE 🚀 Mixed Version Proxy Graduates to Beta 🌍 Multi-Region EKS with Crossplane & FluxCD ⭐️ Buoyant Read it now: kube.today/issues/202

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Kube Architect @kube.archi · 22/09/2026

This tutorial shows how to chain KEDA cron scaling with Karpenter so non-prod EKS clusters drop to zero nodes at night and on weekends, cutting the compute bill by 65 to 85% ➜ ku.bz/J18t6k5N5

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Kube Architect @kube.archi · 22/09/2026

This case study traces a 503 at the ingress back to a broken CNI overlay between nodes, even though every pod and endpoint looked healthy, and fixes it with topology spread constraints ➜ ku.bz/M-PjSd6Tl

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Kube Architect @kube.archi · 21/09/2026

This tutorial explains why Gateway API replaces Ingress on GKE, walking through GatewayClass, Gateway, and HTTPRoute, then sets up traffic splitting and TLS without vendor-specific annotations ➤ ku.bz/_qb-q_1nC

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Kube Architect @kube.archi · 21/09/2026

This article explains how to make Kubernetes spend traceable to each team, using a consistent label taxonomy, Prometheus recording rules on resource requests, policy enforcement and chargeback reporting ➜ ku.bz/w2TsnQRVb

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LearnKube @learnkube.com · 21/09/2026

Rune is a fast native macOS app for people who debug clusters every day, with unified pod logs, YAML editing with server dry-run, port-forwarding and a command palette ➜ ku.bz/zRfTn2ZwJ

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Kube Architect @kube.archi · 21/09/2026

This article argues that MCP servers for Kubernetes ship the accelerator without the brake, and walks through a two-tier design in which an agent can only propose a change, and a human approves the exact plan before it is applied ➤ ku.bz/qwTBzbg1y

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Kube Architect @kube.archi · 21/09/2026

This case study shares a production Strimzi Kafka setup that survives broker and zone failures, using KRaft instead of ZooKeeper, per-zone node pools, Cruise Control rebalancing and careful JVM tuning ➜ ku.bz/Jmj90fchK

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Reposted by Kube Architect

KubeFM @kube.fm · 21/09/2026

🗣️ Frédéric Gaudet, Senior SRE @ BlaBlaCar, explains his comprehensive testing approach for validating Istio's pod warm-up feature using Fortio to simulate real production scenarios Watch the full episode: ku.bz/grxcypt9j

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LearnKube @learnkube.com · 21/09/2026

New free book: Kubernetes Architecture in Financial Services Platform lessons from seven banks on tenancy, delivery, policy, reliability, and cluster replacement Supported by Buoyant, Sysdig, and Nirmata: learnkube.com/kubernetes-architectu…

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Kube Architect @kube.archi · 20/09/2026

kstack is a skill pack for Claude Code that runs monitoring, troubleshooting and audit tasks on your clusters, handing the heavy shell work to tools like Kubetail, Helm and Trivy to keep answers fast ➤ ku.bz/K_RzQ3R1W

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Kube Architect @kube.archi · 20/09/2026

Klarity is a read-only Kubernetes dashboard for GitOps teams: it shows everything running in the cluster but never lets anyone change it outside Git ➤ ku.bz/-nsjD3JZ9

https://github.com/selvarajmurugesan90/klarity/raw/main/docs/assets/screenshots/Klarity-Resources-Pod.jpg

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Kube Architect @kube.archi · 19/09/2026

This article explains the centralise-or-not trade-off behind CODECO's federated Kubernetes architecture across cloud, edge and IoT, and how neighbourhood-scoped control, decentralised AI and federated scheduling answer it ➤ ku.bz/t-m2K1CTK

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Kube Architect @kube.archi · 19/09/2026

This case study traces why Kafka started reading from disk after moving from EC2 to EKS, and lands on cgroup v2 reclaim pressure ➤ ku.bz/0P1BSLKKz

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Kube Architect @kube.archi · 18/09/2026

This article uses a food delivery startup story to explain how a .NET API on one EC2 box moves onto EKS, with Docker, Kubernetes objects and Terraform each given a plain-language role ➜ ku.bz/pZdyNK2Fj

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Kube Architect @kube.archi · 18/09/2026

This article explains why CPU is the wrong scaling signal for Pub/Sub consumers, since pods look healthy while the backlog grows, and argues for scaling on queue depth with KEDA instead ➤ ku.bz/DSn2WpFDD

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Kube Architect @kube.archi · 18/09/2026

This tutorial shows how KEDA scales workloads on queue depth instead of CPU, with a full RabbitMQ example: install, TriggerAuthentication, ScaledObject and a load test that proves the scaling works ➤ ku.bz/h98Gv_lXp

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Kube Architect @kube.archi · 18/09/2026

This case study shows what happened when a team swapped etcd for Google Cloud Spanner, using commit timestamps instead of a single revision counter, so writes no longer queue behind each other ➜ ku.bz/gPW89HJPw

https://dev-to-uploads.s3.amazonaws.com/uploads/articles/o59gb893c03bha14m9mq.png

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Kube Architect @kube.archi · 17/09/2026

This article explains why the default Kubernetes scheduler struggles with AI training jobs, and how Volcano adds gang scheduling, queues and GPU topology awareness on top of it ➜ ku.bz/JVDvcTt12

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Kube Architect @kube.archi · 17/09/2026

An SRE compares Istio, Linkerd and Cilium after eighteen months of running Istio in production, on operational cost, performance overhead, security model and observability The verdict: most teams should start with Linkerd, or no mesh at all ➤ ku.bz/0zHlrMG9F

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Reposted by Kube Architect

Kubesploit @kubesploit.io · 17/09/2026

Kogaro continuously validates Kubernetes config with 60+ checks across reference, resource, security, image, and network domains, catching silent failures before they impact production ➜ ku.bz/SWl3-LNty

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