Tag: on-call engineering
Automated Diagnosis Isn’t Automated Understanding: What Postmortems Teach Us About Building Trustworthy Incident AI
Jyostna Seelam | | AI incident response, AI observability, AI reliability, AIOps, alert correlation, automated incident response, causal reasoning, dependency graphs, devops, Engineering leadership, human-in-the-loop, incident diagnosis, incident management, LLM operations, non-deterministic systems, on-call engineering, postmortems, RAG systems, root cause analysis, SREAI incident tools can reduce alert noise, but real root-cause diagnosis requires causal reasoning, live dependency context, uncertainty handling and strong postmortem data ...
The End of Manual Triage
Neel Shah | | agentic SRE, AI-powered SRE, Aiden for SRE, alert enrichment, automated diagnosis, automated incident triage, Datadog Bits AI, distributed systems reliability, incident investigation, incident response automation, machine-assisted triage, manual incident triage, MTTR reduction, observability correlation, observability-first design, on-call engineering, operational context, progressive automation, root cause analysis, Rootly, SRE architecture, SRE automation, telemetry correlationWhy SRE teams are replacing manual incident triage with AI-assisted correlation, stronger observability and controlled agentic workflows ...
