{
  "video_id": "fAxlEcXiSts",
  "channel": "openai",
  "title": "Operationalizing AI in workflows: Lee Spacagna, Solutions Engineer, OpenAI",
  "scores": {
    "depth": 1,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 2,
  "avg_score": 1.5,
  "effective_score": 0.5,
  "verdict": "skip",
  "one_line_reason": "Product demo with practical workflow examples but lacks technical depth on agent architecture, reasoning chains, and eval/observability patterns; moderate engagement-bait framing ('only launched last week', 'huge jump in capabilities') without supporting evidence.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004658,
  "triaged_at": "2026-06-18T15:02:21.792249+00:00"
}