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90 Episoden

  • KubeFM

    Migrating to Karpenter: Fun Stories, with Adhi Sutandi

    03.03.2026 | 1 Std. 1 Min.
    Running multiple Kubernetes clusters on AWS with the cluster autoscaler? Every four months, you face the same grind: upgrading Kubernetes versions, recreating auto scaling groups, and hoping instance type changes stick.
    Adhi Sutandi, DevOps Engineer at Beekeeper by LumApps, shares how his team migrated from the cluster autoscaler to Karpenter across eight EKS clusters — and the hard lessons they learned along the way.
    In this episode:
    Why AWS auto scaling groups are immutable and how that creates upgrade bottlenecks at scale

    How the latest AMI tag accidentally turned less critical clusters into chaos engineering environments, dropping SLOs before anyone realized Karpenter was the cause

    Why pre-stop sleep hooks solved pod restartability problems that Quarkus's built-in graceful shutdown couldn't

    The case for pod disruption budgets over Karpenter annotations when protecting critical workloads during node rotations

    How Karpenter's implicit 10% disruption budget caught the team off guard — and the explicit configuration that fixed it

    Sponsor
    This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.
    More info
    Find all the links and info for this episode here: https://ku.bz/XyVfsSQPr

    Interested in sponsoring an episode? Learn more.
  • KubeFM

    From ECS to Kubernetes: A Real Migration Story, with Radosław Miernik

    24.02.2026 | 38 Min.
    Migrating from ECS to Kubernetes sounds straightforward — until you hit spot capacity failures, firewall rules silently dropping traffic, and memory metrics that lie to your autoscaler.
    Radosław Miernik, Head of Engineering at aleno, walks through a real production migration: what broke, what they missed, and the fixes that made it work.
    In this interview:
    Running Flux and Argo CD together — Flux for the infra team, Argo CD's UI for developers who don't want to touch YAML

    How the wrong memory metric caused OOM errors, and why switching to jemalloc cut memory usage by 20%

    Splitting WebSocket and API containers into separate deployments with independent autoscaling

    Four months of migration, over 100 configuration changes in the first month, and a concrete breakdown of what platform work looks like when you can't afford downtime.
    Sponsor
    This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.
    More info
    Find all the links and info for this episode here: https://ku.bz/x6wFMhVsx

    Interested in sponsoring an episode? Learn more.
  • KubeFM

    Faster EKS Node and Pod Startup, with Jan Ludvik

    17.02.2026 | 21 Min.
    Kubernetes nodes on EKS can take over a minute to become ready, and pods often wait even longer — but most teams never look into why.
    Jan Ludvik, Senior Staff Reliability Engineer at Outreach, shares how he cut node startup from 65 to 45 seconds and reduced P90 pod startup by 30 seconds across ~1,000 nodes — by tackling overlooked defaults and EBS bottlenecks.
    In this episode:
    Why Kubelet's serial image pull default quietly blocks pod startup, and how parallel pulls fix it

    How EBS lazy loading can silently negate image caching in AMIs — and the critical path workaround

    A Lambda-based automation that temporarily boosts EBS throughput during startup, then reverts to save cost

    The kubelet metrics and logs that expose pod and node startup latenc,y most teams never monitor

    Every second saved translates to faster scaling, lower AWS bills, and better end-user experience.
    Sponsor
    This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.
    More info
    Find all the links and info for this episode here: https://ku.bz/B7TzKXyxf

    Interested in sponsoring an episode? Learn more.
  • KubeFM

    Kubernetes is not just for Black Friday, with Thibault Martin

    10.02.2026 | 27 Min.
    You self-host services at home, but upgrades break things, rollbacks require SSH-ing in to kill containers manually, and there's no safety net if your hardware fails.
    Thibault Martin, Director of Program Development at the Matrix Foundation, walked this exact path — from Docker Compose to Podman with Ansible to Kubernetes on a single server — and explains why each transition happened and what it solved.
    In this interview:
    Why Ansible's declarative promise fell short with the Podman collection, forcing sequential imperative steps instead of desired-state definitions

    How community Helm charts replace the need to write and maintain every manifest yourself

    Why GitOps isn't just a deployment workflow — it's a disaster recovery strategy when your infrastructure lives in your living room

    How k3s removes the barrier to entry by bundling opinionated defaults so you can skip choosing CNI plugins and storage providers

    Kubernetes doesn't have to be enterprise-scale — with the right distribution and community tooling, it can be a practical, low-overhead choice for anyone who cares about their data.
    Sponsor
    This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.
    More info
    Find all the links and info for this episode here: https://ku.bz/Xk5S7VqXz

    Interested in sponsoring an episode? Learn more.
  • KubeFM

    Patroni Backups: when pgBackRest and Argo CD have your back (literally), with Ziv Yatzik

    03.02.2026 | 25 Min.
    Your database backup strategy shouldn't be the thing that takes your production systems down.
    Ziv Yatzik manages 600+ Postgres clusters in a closed network environment with no public cloud. After existing backup solutions proved unreliable — causing downtime when disks filled up — his team built a new architecture using pgBackRest, Argo CD, and Kubernetes CronJobs.
    In this episode:
    Why storing WAL files on shared NAS storage prevents backup failures from cascading into database outages

    How GitOps with Argo CD lets them manage backups for hundreds of clusters by adding a single YAML file

    The Ansible + Kubernetes hybrid approach that keeps VM-based Patroni clusters in sync with Kubernetes-orchestrated backups

    A practical blueprint for making database backups boring, reliable, and safe.
    Sponsor
    This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.
    More info
    Find all the links and info for this episode here: https://ku.bz/Rg_sQYSmw

    Interested in sponsoring an episode? Learn more.

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Discover all the great things happening in the world of Kubernetes, learn (controversial) opinions from the experts and explore the successes (and failures) of running Kubernetes at scale.
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