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  1. Symptoms

    The Klamm production application was completely unavailable for about 30 minutes outside working hours. Klamm's queue workers timed out because they could not reach the Redis cache, and the services that depend on it were badly affected.

    Trigger

    A large, unexpected spike in I/O from a Klamm Laravel worker sharply increased requests to the Redis cache.

    Root cause
    Component
    Contributing factor
    Remediation
    • backed off the Redis StatefulSet and the deployment
    • deleted the corrupted PVC and rebuilt it
    • restarted the StatefulSet and the deployment
    Action items
    • Increase the Klamm Redis cache volume to 100Mi
    • Integrate Sysdig monitoring on the namespace
    • Enable replica pods on the Redis cluster
Check your cluster for this

This case involves In-memory cache and Persistent volumes and stateful sets. 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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