ONTOLOGY‐DRIVEN OBSERVABILITY: BUILDING THE E2E KNOWLEDGE GRAPH AT NETFLIX SCALE (51 MINUTE VIDEO)

Summary from the TLDR Data newsletter

Netflix is using an ontology-driven knowledge graph to make observability data, incident chatter, and service topology queryable as one system. This delivers faster automated triage and root-cause analysis at large scale, with AI helping turn messy human signals into structured facts. The key takeaway: better incident response may come from modeling operational meaning, not just collecting more telemetry.