{
  "video_id": "nt7dWOEFUB4",
  "channel": "matthew_berman",
  "title": "\"But OpenClaw is expensive...\"",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Practical hybrid cloud-local LLM architecture with concrete multi-agent routing patterns, cost optimization via model selection, and production OpenClaw setup directly applicable to Aria systems.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005192,
  "triaged_at": "2026-05-15T09:03:37.516485+00:00"
}