{
  "video_id": "29f9f853eff971a3",
  "channel": "hnrss-org-show",
  "title": "Show HN: InstantVideos.org – short documentaries in ~30 seconds",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Praktische Multi-Agent-Pipeline (LLM-Script + Image-Gen + TTS + Video-Stitching) mit transparenter Cost-Analyse und Production-Deployment (EC2, TikTok-Autonomie); direkt relevant für Aria's Distributed-System- und Cost-Optimierungs-Patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018859999999999999,
  "triaged_at": "2026-07-07T03:00:17.451496+00:00"
}