{
  "video_id": "eor3eU9eReA",
  "channel": "jamesbriggs",
  "title": "LangChain Streaming and API Integration",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "avg_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Solid practical guide on async/streaming patterns in LangChain with callback handlers and agent integration—directly applicable to Aria's real-world API and agent architecture needs, though covering established best-practices rather than novel approaches.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005156,
  "triaged_at": "2026-05-15T09:01:31.810109+00:00"
}