{
  "video_id": "b2RInLZB9ms",
  "channel": "assemblyai",
  "title": "Building Needle: Vibe automation, RAG workflows, and founder lessons",
  "scores": {
    "depth": 1,
    "novelty": 1,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "avg_score": 1.25,
  "verdict": "skip",
  "one_line_reason": "Startup pitch/demo focused on low-code automation UX; lacks architectural depth, novel insights, or relevance to Aria's multi-agent/eval/memory/distribution engineering challenges.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0049440000000000005,
  "triaged_at": "2026-05-16T03:00:41.100466+00:00"
}