{
  "video_id": "ce449ffedfd5a51d",
  "channel": "simonwillison-net-atom-everything",
  "title": "Using uvx in GitHub Actions in a cache-friendly way",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 0,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Praktischer DevOps-Hack mit klarer Lösung, aber orthogonal zu Aria-Kern (Multi-Agent, Memory, LLM-Distribution); Production-ready aber low-Impact für AI-System-Design.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001666,
  "triaged_at": "2026-07-14T03:00:30.995745+00:00"
}