{
  "video_id": "af3b18e61db2cb7d",
  "channel": "simonwillison-net-atom-everything",
  "title": "Learning on the Shop floor",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Multi-Agent-Pattern (River/Slack-basierter Coding-Agent) mit operationaler Architektur und Observability-Prinzipien direkt relevant für Aria; Lehrwerkstatt-Konzept zeigt Brain-Design für dezentrale Agenten-Koordination.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001467,
  "triaged_at": "2026-05-14T11:54:10.993946+00:00"
}