The Alert Blamed the Wrong Service. Watch an AI Agent Prove It in 4 Minutes.

A CI alert fires against inventory-api during a node reboot. Eight related failures cascade. The obvious conclusion — an inventory-api bug — is wrong.
In this demo, NeuBird's Production Ops Agent investigates a KubeVirt cascade failure end to end. It pulls live telemetry directly — Loki logs, Prometheus metrics, Tempo traces, and the full service dependency graph — instead of running RAG over dashboards. It reasons through the cascade in real time and lands on the actual root cause: kube-proxy left stale conntrack entries during a routine node drain, resetting in-flight TCP connections and failing the CI suite. inventory-api just took the blame.
The result: a full three-part root-cause analysis at 92% confidence, a timeline with evidence, and a ranked remediation plan with rollback commands for every step. Four minutes to resolve. Ninety-four minutes saved.
NeuBird's Agentic Context Platform brings autonomous investigation to enterprise SRE, DevOps, and IT operations teams — context-engineered, deployable in your VPC, with the fastest time-to-value in the category.
Learn more: [link]
Chapters:
0:00 — Alert Intelligence: from noise to one investigation
0:28 — Eight cascading alerts, one click to investigate
0:42 — Live reasoning across logs, metrics, and traces
1:10 — Root cause: it was never inventory-api
1:35 — Ranked remediation plan with rollbacks

Видео The Alert Blamed the Wrong Service. Watch an AI Agent Prove It in 4 Minutes. канала NeuBird AI