{
  "video_id": "ObTPqBGsEbA",
  "channel": "aidotengineer",
  "title": "The Production AI Playbook: Deploying Agents at Enterprise Scale — Sandipan Bhaumik, Databricks",
  "scores": {
    "depth": 3,
    "novelty": 1,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Pragmatic 5-pillar framework (Eval→Observability→Data→Orchestration→Governance) grounded in real enterprise deployments; highly relevant for multi-agent production patterns, evaluation architecture, and observability design—Aria-critical material despite incremental novelty.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00558,
  "triaged_at": "2026-06-19T03:00:27.382901+00:00"
}