{
  "video_id": "bf0e9ec7b66276e8",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents",
  "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": "Novel inference-time evolutionary repair for compact agent tool workflows; directly addresses Multi-Agent agentic patterns, cost-optimization, and practical execution constraints with rigorous empirical validation.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001743,
  "triaged_at": "2026-06-12T15:01:57.156019+00:00"
}