{
  "video_id": "beccf585b44c4c23",
  "channel": "hnrss-org-show",
  "title": "Show HN: Local RAG memory system that AI can write directly to",
  "scores": {
    "depth": 1,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 1,
  "avg_score": 1.25,
  "effective_score": 0.75,
  "verdict": "summary_only",
  "one_line_reason": "Local RAG+MCP pattern relevant to Aria memory-design, aber oberflächliche Präsentation ohne technische Tiefe, Architektur-Details oder Evaluations-Ergebnisse; reine Ankündigung statt Insights.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00168,
  "triaged_at": "2026-06-14T03:00:25.121788+00:00"
}