{
  "video_id": "ObBAxL2dFzw",
  "channel": "ycombinator",
  "title": "How Groww Turned Full Transparency Into India's Largest Investing Platform",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 0,
    "production_ready": 1
  },
  "junk_penalty": 1,
  "avg_score": 1.0,
  "effective_score": 0.5,
  "verdict": "skip",
  "one_line_reason": "Valuable founder narrative on consumer fintech product-market fit & customer obsession, but pure business storytelling with zero relevance to Aria's multi-agent/LLM-systems architecture; light hype tendency ('crazy customer love', 'astounding growth') but grounded in execution signals.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005544,
  "triaged_at": "2026-06-17T15:00:48.831490+00:00"
}