{
  "video_id": "McZgnvn-e84",
  "channel": "langchain",
  "title": "Building Frontier CX Agents | Interrupt 26",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Production-scale multi-agent orchestration with Planner-Supervisor pattern, hierarchical graph decomposition, and real-world CX automation—directly applicable to Aria's Brain architecture and eval pipelines.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.006733,
  "triaged_at": "2026-06-04T03:00:18.875440+00:00"
}