{
  "id": 13099313,
  "title": "Presentation: Ontology‐Driven Observability: Building the E2E Knowledge Graph at Netflix Scale",
  "url": "https://urgent.news/2026/10/09/presentation-ontology-driven-observability-building-the-e2e-knowledge",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-09T11:00:00.000Z",
  "source": {
    "name": "InfoQ",
    "slug": "infoq",
    "url": "https://www.infoq.com/presentations/netflix-observability-aiops-ontology-scale/"
  },
  "original_language": "en",
  "account": null,
  "summary": "Prasanna Vijayanathan and Renzo Sanchez-Silva share how Netflix tackles observability across 38M events/sec. They discuss replacing reactive monitoring with an AI-driven operational ontology and agentic workflows using Claude and graph databases. They explain how unifying MELT telemetry into queryable knowledge graphs enables automated triaging, root-cause analysis, and self-healing systems. By…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}