{
  "video_id": "X_JsIHUfUjc",
  "channel": "ycombinator",
  "title": "How to Build a Self-Improving Company with AI",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Concrete self-improving AI loop architecture (sensor→policy→tools→quality→learning) with live YC examples directly applicable to multi-agent systems and observability patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004667999999999999,
  "triaged_at": "2026-05-22T03:00:35.290732+00:00"
}