{
  "video_id": "vtugjs2chdA",
  "channel": "sequoiacapital",
  "title": "Context Engineering Our Way to Long-Horizon Agents: LangChain’s Harrison Chase",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.0,
  "verdict": "promote",
  "one_line_reason": "Deep agent harness patterns, context engineering, and multi-agent composition directly address Aria's core architecture needs despite limited novelty in concepts.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004853,
  "triaged_at": "2026-05-14T11:52:38.637152+00:00"
}