{
  "video_id": "de0fef82fa67f8ad",
  "channel": "hnrss-org-show",
  "title": "Show HN: Service-catalog-MCP – Index your codebase and make batch changes",
  "scores": {
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    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
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  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Praktische Multi-Agent-MCP-Implementierung (Indexing→Search→BatchChange) mit direkter Relevanz für Aria-Codebase-Orchestrierung und verteilte Änderungsmanagement; saubere Substanz ohne Hype.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001889,
  "triaged_at": "2026-06-23T15:01:45.836836+00:00"
}