[{"data":1,"prerenderedAt":16},["ShallowReactive",2],{"blog-tag-en-aiops":3},[4],{"path":5,"title":6,"description":7,"date":8,"tags":9},"\u002Fblog\u002Fen\u002Fkubernetes-aiops-incident-response-distributed-tracing","Telling AI to 'Fix It' Won't Work: Kubernetes Incident Response Starts With Distributed Tracing","Handing off Kubernetes incident response to AI doesn't help if the causal chain across a distributed system stays invisible. This piece covers the distributed tracing foundation that makes AIOps actually work, plus practical steps for adopting OpenTelemetry.","2026-07-27",[10,11,12,13,14,15],"kubernetes","k3s","observability","distributed-tracing","opentelemetry","aiops",1786701467074]