{
  "video_id": "27rdSV2OkDc",
  "channel": "latentspacetv",
  "title": "M5Stack Part 1: AI in Action 23 Jan 2026",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "avg_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Excellent LLM-driven firmware engineering + doc-memory patterns (avg=1.75), but minimal relevance to multi-agent systems, eval frameworks, or distributed architectures that define Aria.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005593,
  "triaged_at": "2026-05-12T00:30:21.024987+00:00"
}