{
  "video_id": "2607.07696",
  "channel": "cs.AI",
  "title": "Breaking Database Lock-in: Agentic Regeneration of High Performance Storage Readers for Database Bypass",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Hochgradig relevantes Multi-Agent/LLM-Engineering-Pattern (agentic code synthesis für Storage-Bypass), starke Novelty (LLM-basierte Format-Dekodierung statt Hand-Parser), empirisch validiert (TPC-H, 27x Speedup), saubere Argumentation ohne Hype-Markers.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002006,
  "triaged_at": "2026-07-09T15:00:19.308422+00:00"
}