{
  "video_id": "JsCCrBF7F1g",
  "channel": "aidotengineer",
  "title": "LLM Observability, Evaluation, Experimentation Platform — Dat Ngo, Arize",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 2.0,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Starke Aria-Relevanz (Observability, Eval-Design, Agent-Patterns, Multi-Span-Reasoning) mit solider praktischer Tiefe; leichte Hype-Tendenz (Arize-Produktpräsentation) aber Substanz überwiegt; multi-level evaluation frameworks (span/trajectory/session) direkt anwendbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.007364,
  "triaged_at": "2026-06-15T01:59:54.770651+00:00"
}