{
  "video_id": "bQbzfC8jAXY",
  "channel": "deeplearningai",
  "title": "AI Dev 26 x SF | Marc Brooker: It's Time to Be Right",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Praktische Frameworks (Hydro, Cedar, Strands Steering) für deterministische Agent-Kontrolle und Fehlerminimierung mit hoher Relevanz für Aria's Engineering-Principles und Multi-Agent-Patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005996,
  "triaged_at": "2026-05-22T03:06:01.536721+00:00"
}