{
  "video_id": "reddit_1uaebfe",
  "channel": "LocalLLaMA",
  "title": "Best Local Agents - Jun 2026",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 1.5,
  "effective_score": 1.0,
  "verdict": "skip",
  "one_line_reason": "Community-driven local agent survey with practical setup examples, but lacks systematic evaluation framework, architectural insights, and Aria-specific patterns (multi-agent, memory design, observability); moderate hype-language ('megathread that is overdue') without breakthrough novelty.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002622,
  "triaged_at": "2026-06-20T03:01:49.813538+00:00"
}