Incident Library
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  • Root cause
  • Component
  • Symptom
  • Contributing factor
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Cases2 cases

1 to 2 of 2

  1. Symptoms

    About two minutes after an engineer started the Kubernetes 1.23 to 1.24 upgrade of the cluster running Reddit's legacy stack, just after 19:00 UTC, the site stopped. The CDN edge request graph, which is kept separate from the cluster, showed traffic by status collapsing. Users saw the error page, a homepage with no posts, or plain errors.

    Trigger

    An in-place upgrade of the legacy cluster from Kubernetes 1.23 to 1.24; in 1.24 the node-role.kubernetes.io/master label is removed even from running clusters.

    Root cause
    Component
    Contributing factor
    Detection

    The site broke about two minutes into the upgrade; an incident was opened immediately and responders were on the call within three minutes, working from CDN edge graphs because the cluster's own metrics were gone.

    Remediation
    • deleted the Open Policy Agent webhook configurations to stop API server timeouts
    • terminated all worker nodes of the cluster
    • restored the control plane from the pre-upgrade backup onto the first control plane node
    • switched off the cluster autoscaler until the control plane was stable
    • generated new TLS certificates so replacement control plane nodes could join etcd
    • brought traffic back in steps from 1% to 100%
    • restarted legacy services that had been stopped by hand
    Action items
    • Codify cluster configuration so every choice has a record, and document in detail what cannot be codified
    • Standardise components across clusters and replace bespoke configurations
    • Build tooling to manage the lifecycle of whole clusters so they can be recreated or replicated
    • Add pre-production clusters that can be tested with confidence
    • Improve the backup restore process and make cluster upgrades safe
    Lessons

    Configuration that exists only in a live cluster, edited by hand through a special tool, can be forgotten, as the route reflector setup was, and then break on an upgrade nobody connects it to. A Kubernetes upgrade cannot be reverted without a restore, so the restore procedure has to be kept current and practised. Consistent, codified clusters are what make upgrades testable; bespoke clusters keep producing outages.

  2. Symptoms

    From 18:02 UTC on 2 June 2021, the Jenkins infrastructure AKS cluster logged errors about pods that were unable to mount volumes and about scaled-up nodes that were unable to obtain a network virtual interface from the CNI.

    Trigger

    The Azure Service Principal credential of the AKS cluster expired at 17:53 UTC on 2 June 2021.

    Root cause
    Component
    Contributing factor
    Detection

    The error behind the failures was found in the AKS UI console while the team investigated the root cause of the LTS 2.289.1 release problem.

    Remediation
    • Renewed the AKS cluster's Azure Service Principal credential, which made AKS restart all nodes automatically
    Action items
    • Add an automatic PagerDuty check that alerts a week before the service principal expires, as is done for certificates
    • Keep a team-level calendar for manual operations such as resetting a credential
    • Consider managed identities, which renew automatically, instead of the service principal
Check your cluster for this

These 2 cases involve Admission webhook and Calico. kubegap audits a Kubernetes cluster for gaps like these, read-only, from Claude Code or Codex; its checks cite public reports like the ones in this library.

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