{
  "video_id": "2606.24820",
  "channel": "cs.CL",
  "title": "SHERLOC: Structured Diagnostic Localization for Code Repair Agents",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 3.0,
  "effective_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "SHERLOC ist ein direkter Multi-Agent-Breakthrough für Code-Repair-Agents: training-free structured reasoning für Fault-Lokalisierung mit messbaren Token/Latency-Gewinnen (36.7% weniger Tokens, +5.95pp resolve-rate), vollständig applizierbar auf Aria-Agent-Patterns und Eval-Infrastructure.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0019159999999999997,
  "triaged_at": "2026-06-24T15:00:50.498464+00:00"
}