{
  "video_id": "vQebObsd_Cw",
  "channel": "techwithtim",
  "title": "I Deployed an AI Programmer. It Never Sleeps",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 3
  },
  "junk_penalty": 1,
  "avg_score": 2.0,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solid practical tutorial on cloud-deployed agents (high production_ready), but limited depth on architecture/design patterns; novelty low (standard VPS+CLI setup); mild engagement-bait in title ('Never Sleeps') but content substance overrides it.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005746,
  "triaged_at": "2026-06-20T03:00:25.149485+00:00"
}