{
  "video_id": "efRIrLXoOVA",
  "channel": "colemedin",
  "title": "Anthropic Just Dropped a Masterclass on Building Agent Harnesses (for Large Codebases)",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 3
  },
  "avg_score": 2.0,
  "verdict": "summary_only",
  "one_line_reason": "Excellent practical guide on Claude Code harness patterns (AI layer, global rules, hooks) with concrete demos, but limited relevance to Aria's multi-agent/eval/memory architecture and focuses narrowly on single-agent codebase navigation.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004988,
  "triaged_at": "2026-05-22T03:04:47.268567+00:00"
}