Learn Kubernetes Weekly issue 182 · 6 May 2026

Self-Healing Registry Mirror, Migrating to Fly.io, Kubeshark Packet Visibility, Temporal.io in Production, Tracking Kubernetes Costs

This newsletter is brought to you by LearnKube — master Kubernetes with hands-on training designed for engineers who want to learn the smart way.

Hi,

We published a new page for companies interested in working with us, LearnKube.!

We want to keep creating ambitious technical education for Kubernetes and platform engineering teams, and already have ideas we’d like to develop around AI infrastructure, Kubernetes resource optimization, platform engineering, and general Kubernetes education.

If your company wants to support these efforts and reach Kubernetes practitioners with useful technical content, get in touch!

— Dan

Articles

  1. We built a self-healing registry mirror (because Docker hub rate limits are no fun)

    tinysystems.io

    This article shows how to build a self-healing registry mirror on GKE with zot and automation that copies remote images locally and rewrites deployments to avoid Docker Hub rate limits and ImagePullBackOff failures.

  2. Our Kubernetes Cluster Was Costing $14,850/Month. We Moved to Fly.io for $680.

    levelup.gitconnected.com

    This is a war story about a 3-person startup that replaced a $14,850/month over-engineered Kubernetes setup on AWS with Fly.io for $680, cutting P99 latency from 320ms to 180ms and deploy time from 8 minutes to 45 seconds.

  3. Kubeshark: Making Packet Level Visibility in Kubernetes

    anishkumarait.substack.com

    This article explains how Kubeshark provides packet-level visibility in Kubernetes by capturing live pod traffic, decoding protocols such as HTTP and gRPC, and mapping requests back to workloads for debugging.

  4. Running Temporal.io on Kubernetes in Production — What Nobody Tells You

    medium.com

    This article explains how to run Temporal on Kubernetes in production, covering GKE deployment, Cassandra repair and backups, Istio mTLS, resource sizing, PodDisruptionBudgets, and Prometheus-based monitoring.

  5. What 6 Months of Tracking a Production OpenShift Cluster Revealed About Kubernetes Costs

    blog.kubeledger.io

    This article explains what six months of production OpenShift cost tracking revealed, including a 24 to 30 percent non-allocatable CPU tax and how infrastructure overhead can consume most cluster capacity before app workloads even start.

  6. Orchestrating Secure AI Agents on Amazon EKS

    dev.to

    This case study shows how Unitary built Osmia, an open-source orchestration layer on EKS to run autonomous AI coding agents safely at scale using pod isolation, Karpenter, IRSA-based secrets, and real-time trajectory scoring.

Some LearnKube projects are too large to make alone

We want to keep creating ambitious technical education for Kubernetes and platform engineering teams.

If your company wants to partner on creating useful content and reach Kubernetes engineers who value technical depth, get in touch.

Learn more

Some LearnKube projects are too large to make alone

Tutorials

  1. LLMs on Kubernetes: The Easy Way

    pittar.medium.com

    This tutorial shows how to run an open source LLM on OpenShift with Red Hat AI Inference Server based on vLLM, using a PVC, GPU-backed deployment, OpenAI-compatible endpoint, model switching, and an optional AnythingLLM UI.

  2. Kubernetes Gateway API on EKS Exposed via ALB

    dev.to

    This tutorial shows how to set up Kubernetes Gateway API on EKS using Istio Ambient Mesh exposed through AWS ALB, with Terraform, ArgoCD, and a layered architecture separating infra from app deployment.

  3. Designing an Elastic Kubernetes Platform on VMware vSphere with Cluster API and Cluster Autoscaler

    msyawalsaputra.medium.com

    This tutorial teaches how to build an elastic Kubernetes platform on VMware vSphere using Cluster API, Talos, and Cluster Autoscaler for declarative provisioning and automatic node scaling.

AI Agents Running Kubernetes

What happens when an AI agent stops generating Kubernetes YAML and starts operating the cluster directly?

Mike Solomon, software engineer at AIATELLA, explains how his team moved from a sprawling Helm setup to Markdown-driven infrastructure specs that Claude Code can execute, test, and refine.

You will learn

  • Why Helm became hard to maintain for a fast-moving medical infrastructure repo
  • How Claude debugged Argo, TLS conflicts, kubectl patches, and private registry credentials
  • How runbooks plus agent memory files capture failures so deployments become reproducible.

It is a practical look at where Kubernetes automation may be heading: less hand-written YAML, more precise intent, and a sharper definition of when the human must stay in the loop.

AI Agents Running Kubernetes

Kubernetes jobs

    • Support Engineer with Mirantis

    • Salary: $72K to $224.4K a year

    • Location: remote from

    • Tech stack: Kubernetes, Kubernetes, KVM, VMware, AWS, Docker, Openstack, Kibana, Log Aggregation, monitoring

    • Software Engineer with Verkada

    • Salary: $130K to $280K a year

    • Location: based in the office (and remote from home) in San Mateo, CA, USA

    • Tech stack: Kubernetes, Kubernetes, AI, Bazel, CMake, C++, Make, Meson

    • Platform Engineer with VTS

    • Salary: $160K to $200K a year

    • Location: based in the office (and remote from home) in New York, NY, USA

    • Tech stack: Kubernetes, Kubernetes, EKS, AWS, OpenTofu, Istio, Terraform, CI/CD, compliance, security

    • Test Automation Engineer with Two Six Technologies

    • Salary: $93.1K to $167.7K a year

    • Location: based in the office in Aurora, CO, USA

    • Tech stack: Kubernetes, Kubernetes, AWS, Docker, CI/CD, Git, security testing, PACT, REST, Cypress

    • DevOps Engineer with Devoteam

    • Salary: $47.97K to $242K a year

    • Location: remote from

    • Tech stack: Kubernetes, Kubernetes, Docker, GCP, alerting, monitoring, logging, Git, CI/CD pipelines, Helm

Discover more Kubernetes jobs on Kube Careers →

Code & tools

  1. PII-Shield

    github.com/aragossa

    PII-Shield is a sidecar that sanitizes logs before they leave the pod by detecting secrets and personal data, preserving JSON structure, and supporting Helm based deployment..

  2. Kubebuilder

    github.com/kubernetes-sigs

    Kubebuilder is a Kubernetes SIGs framework for building CRDs, controllers, and admission webhooks in Go with scaffolding, plugins, and controller-runtime based libraries that reduce boilerplate for operator development.

  3. Kube-Argus

    github.com/manishchaudhary101

    Kube-Argus is a single-binary Kubernetes dashboard that combines live cluster state, log streaming, YAML editing, drain workflows, cost analysis, and AI-assisted diagnosis in one web interface.

  4. Kubetest4j

    github.com/skodjob

    Kubetest4j is a Java library for testing Kubernetes deployments and operators with Fabric8, JUnit support, resource cleanup, multi-cluster testing, and built-in log and metrics collection.

  5. Chartpack

    github.com/cotzo

    Chartpack is an opinionated Helm chart that lets you deploy many Kubernetes workload types from one values file, with built-in networking, autoscaling, observability, secrets, and GitOps support.

Other interesting projects:

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Upcoming Kubernetes events

  1. May

    6

    SREday Austin 2026

    In-person conference organized by SREday.

    • Location: Austin, TX, USA

    • This event requires an entrance fee

  2. May

    7

    Owning the Stack: Why Building a Private Automation Engine was Easier (and Harder) Than I Thought

    In-person meetup organized by Cloud Native Malmö.

    • Location: Malmö, SE

    • This is a free event.

  3. May

    7

    Confidential Computing with CoCo and Kata

    In-person meetup organized by Cloud Native Madrid.

    • Location: Madrid, ES

    • This is a free event.

  4. May

    11

    DevOpsCon London

    In-person conference organized by DevOpsCon.

    • Location: London, UK

    • This is a free event.

  5. May

    13

    Kubernetes Community Days Toronto Canada 2026

    In-person conference organized by KCD Toronto.

    • Location: Toronto, CA

    • This event requires an entrance fee

      • Use KCDTO-2026-KUBEEVENTS to get 20% off

  6. Jun

    11

    Advanced Kubernetes course

    Online workshop organized by LearnKube.

    • This is a virtual event

    • This event requires an entrance fee

Discover more Kubernetes events on Kube Events →

Thanks to our sponsors who make Kube Today possible

  • LearnKube
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Find out more about being a sponsor →

Kubernetes call for papers

  1. 13

    days

    Kubernetes Community Days Lima 2026

    The Call For Paper is open until 19 May 2026 at UTC. More info →
    • Location: Lima, PE

    • In-person conference organized by KCD Lima, Perú.

    • The conference starts on the 18 July 2026.

    • Apply here
  2. 26

    days

    Cloud Native Days Norway

    The Call For Paper is open until 1 June 2026 at UTC. More info →
    • Location: Bergen, NO

    • In-person conference organized by CND Norway.

    • The conference starts on the 27 October 2026.

    • Apply here
  3. 26

    days

    KubeCon + CloudNativeCon North America 2026

    The Call For Paper is open until 1 June 2026 at UTC. More info →
    • Location: Los Angeles, CA, USA

    • In-person conference organized by Linux Foundation.

    • The conference starts on the 26 October 2026.

    • Apply here
  4. 47

    days

    Dutch Cloud Native Day

    The Call For Paper is open until 22 June 2026 at UTC. More info →
    • Location: Utrecht, NL

    • In-person conference organized by Dutch CND.

    • The conference starts on the 29 October 2026.

    • Apply here
  5. 29

    days

    Devopsdays Feira de Santana

    The Call For Paper is open until 4 June 2026 at UTC. More info →
    • Location: Feira de Santana, BR

    • In-person conference organized by Devopsdays.

    • The conference starts on the 6 June 2026.

    • Apply here
  6. 29

    days

    Devopsdays Curitiba

    The Call For Paper is open until 4 June 2026 at UTC. More info →
    • Location: Curitiba, BR

    • In-person conference organized by Devopsdays.

    • The conference starts on the 22 August 2026.

    • Apply here
  7. 26

    days

    Heapcon 2026

    The Call For Paper is open until 1 June 2026 at UTC. More info →
    • Location: Belgrade, RS

    • In-person conference organized by heapspace.

    • The conference starts on the 6 November 2026.

    • Apply here
  8. 11

    days

    TechEx North America

    The Call For Paper is open until 17 May 2026 at UTC. More info →
    • Location: San Jose, CA, USA

    • In-person conference organized by TechEx Events.

    • The conference starts on the 19 May 2026.

    • Apply here
  9. 25

    days

    DevOpsDays Istanbul 2026

    The Call For Paper is open until 31 May 2026 at UTC. More info →
    • Location: Istanbul, TR

    • In-person conference organized by DevOps Turkey.

    • The conference starts on the 29 September 2026.

    • Apply here

Thank you for reading. See you next week!

— Gulcan

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