{
  "video_id": "Gi7nqB37WEY",
  "channel": "jamesbriggs",
  "title": "LangChain Agents in 2025 | Full Tutorial for v0.3",
  "scores": {
    "depth": 1,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solid LangChain v0.3 tutorial covering agent basics and tool-calling patterns, but surface-level treatment of concepts; relevant for multi-agent patterns and tool design but lacks production-ready depth for complex systems.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005046,
  "triaged_at": "2026-05-15T09:01:39.482402+00:00"
}