Organisation
Wikimedia Foundation
Wikimedia Foundation · wikimedia-foundation
12 cases · 2019 to 2026
Root cause Configuration change5Capacity exhaustion2Dependency failure1Faulty deployment1Hardware failure1Software defect1Breaking change in an upgrade1
Component Database4Helm3BGP routing2In-memory cache2Database replication2Elasticsearch or OpenSearch2Backbone network (WAN)1Calico1CDN and edge network1cert-manager1CI system1Configuration management tool1ConfigMaps and Secrets1etcd1Model inference server1Istio1Jobs and CronJobs1Kubernetes API server1
Contributing factor Unverified assumption4No runbook4Change with a delayed effect3Harmful manual action3Ignored early signal2Dependence on a warm cache2Signal buried in noise1Untested backup1Monitoring blind spot1No alert on limit1No configuration tests1Pages not delivered1Ineffective rollback1Single point of failure1Gap in automated tests1
Symptom High error rate6High latency4Control plane lag2Network unreachable2Replication lag2Service outage2TLS certificate errors2Writes rejected2Control plane unresponsive1Container crash loop1Data loss1Database overload1Log flood1Monitoring outage1Node disk full1Probe failures1Misrouted requests1Load imbalance1