{
  "video_id": "eaeGd30Uypg",
  "channel": "jason-liu",
  "title": "Lessons on retrieval for autonomous coding agents with Cline head of ai.",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Deep technical insights on agentic retrieval patterns, direct applicability to multi-agent design and agent memory architecture, challenges outdated RAG assumptions with production experience from Cline.",
  "model": "claude-haiku-4-5-20251001",
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  "triaged_at": "2026-05-22T03:08:52.902464+00:00"
}