{
  "schema": "vqv.terminal.bucket.v1",
  "generated_at": "2026-09-04T21:24:10.316303+00:00",
  "bucket": {
    "key": "claude-84",
    "name": "Claude-84",
    "type": "models",
    "count": 1,
    "latest_seen_at": "2026-09-04T14:38:53+00:00",
    "strong_count": 0,
    "signals": [
      {
        "title": "AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85%",
        "summary": "Hacker News surfaced this AI signal from arxiv.org: AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85%.",
        "why_it_matters": "",
        "why_this_is_here": "Why this is here: Hacker News published this recently, and VQV found enough topic fit to include it in the current reading window.",
        "label": "WATCH",
        "signal_strength": 74,
        "score": 64.46,
        "public_interest": {
          "score": 48,
          "editorial_category": "AI AT WORK",
          "version": "v1",
          "reasons": [
            "editorial category: AI AT WORK",
            "recognizable entity: Devin, Codex",
            "fresh or meaningfully new"
          ],
          "components": {
            "recognizable_entity_score": 74,
            "practical_impact_score": 8,
            "novelty_interest_score": 94,
            "consequence_score": 12,
            "curiosity_score": 16,
            "shareability_score": 54
          }
        },
        "what_this_means_for_you": "Teams using AI at work may want to compare this against current productivity and review workflows.",
        "reader_depth": "TECHNICAL",
        "editorial_freshness": {
          "band": "current",
          "age_hours": 6.75
        },
        "topic": {
          "name": "AI Coding Tools",
          "slug": "ai-coding-tools",
          "url": "/t/ai-coding-tools/"
        },
        "source": {
          "name": "Hacker News",
          "type": "hackernews",
          "domain": "arxiv.org",
          "url": "https://arxiv.org/abs/2607.21832",
          "source_page": "/source/hacker-news/"
        },
        "urls": {
          "signal_page": "/s/WyeoZ/",
          "topic_anchor": "/t/ai-coding-tools/#signal-4ed0bb7f5f",
          "short_url": "https://vqv.me/WyeoZ"
        },
        "share_text": "AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85% Teams using AI at work may want to compare this against current productivity and review workflows.",
        "reposts": 0,
        "published_at": "2026-09-04T14:38:53+00:00",
        "fetched_at": "2026-09-04T21:19:24+00:00",
        "ai_assisted_summary": false,
        "id": "4ed0bb7f5f",
        "url_hash": "c12b530ad9e9fa0886586f97b3499af1ee0fe6392923e7a2c2a4e8a1d51567b6",
        "short_code": "WyeoZ",
        "source_title": "AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85%",
        "source_snippet": "",
        "seen_at": "2026-09-04T14:38:53+00:00",
        "prominence_tier": "watch",
        "buckets": {
          "companies": [],
          "models": [
            "Claude",
            "Claude-84"
          ],
          "products": [
            "Claude",
            "Codex"
          ],
          "topic": "ai-coding-tools",
          "reader_depth": "TECHNICAL",
          "editorial_category": "AI AT WORK"
        }
      }
    ]
  }
}
