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  1. IL-0055 A failing CronJob with the default concurrency policy piled up thousands of restarting pods and took down a cluster
    Target2018
    Symptoms

    A Kubernetes cluster went down after one CronJob kept failing and its pods piled up. Because each failed run kept restarting instead of being replaced by the next one, the pods accumulated into the thousands. The speaker's arithmetic for a job scheduled every minute that fails for three days is 4,320 restarting pods.

    Service outage
    Trigger

    A CronJob kept failing.

    Root cause
    Configuration change
    Component
    Jobs and CronJobsNode pool
    Contributing factor
    Unreviewed defaultsAutomation amplification
    Lessons

    When deploying a CronJob, set its concurrency policy to Replace or Forbid; with the default, failing runs accumulate and restart together. An application should handle a missing dependency with probes and bounded back-off rather than crash in a loop, which also keeps it from hammering a dependency that is already struggling.

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This case involves Jobs and CronJobs and Node pool. 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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By root cause1

Configuration change1 case

Component
Jobs and CronJobsNode pool
Contributing factor
Automation amplificationUnreviewed defaults
Organisation
Target
  1. IL-0055 A failing CronJob with the default concurrency policy piled up thousands of restarting pods and took down a cluster
    Target2018