Component
Message broker
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15 cases · 2015 to 2026
Root cause Capacity exhaustion4Cloud provider outage2Configuration change2Operator error2Breaking change in an upgrade2Faulty deployment1Software defect1unknown1
Contributing factor Monitoring blind spot6Excessive blast radius4Unknown limit4Signal buried in noise3Change with a delayed effect3Harmful manual action3Unrepresentative staging3Automation amplification2Circular dependency2Unreviewed defaults2No staged rollout2Retry storm2Ineffective rollback2Unverified assumption1Ignored early signal1No configuration tests1No runbook1No safeguard on destructive change1No headroom1Overlapping failures1Single point of failure1
Symptom Monitoring outage7High error rate5Throughput degradation5High latency4Service outage4Autoscaler misbehaviour2Database overload2Failover failure2Memory pressure2Node disk full2Cloud API rate limit exhausted1Container crash loop1Data loss1Deploys failing1DNS resolution failures1Intermittent timeouts1Sustained high node CPU1Node kernel panic1OOMKilled1Probe failures1Load imbalance1