{
  "video_id": "RjpTrffSMjE",
  "channel": "langchain",
  "title": "The tool design tricks behind Benchling's AI agents",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Tiefgehendes Gespräch über Domain-spezifische Agent-Design, Evaluation on Production Traces, Multi-Model-Ensembles und Tool-Engineering bei Real-World-Deployment in Life Sciences—direkt umsetzbare Patterns mit substanziallem Reasoning.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.007169,
  "triaged_at": "2026-06-05T03:03:51.073859+00:00"
}