{
  "apiVersion": "v1",
  "passage": {
    "id": "openai-engineers-using-ship-about-70-more-merged-2025",
    "text": "engineers using it ship about 70% more merged pull requests",
    "speaker": null,
    "role": null,
    "organization": "OpenAI",
    "aiVendor": true,
    "work": {
      "title": "OpenAI forum (OpenAI-run)",
      "type": "post",
      "date": "2025-12-04",
      "publisher": "OpenAI forum (OpenAI-run)",
      "url": "https://forum.openai.com/home/blogs/how-openai-engineers-use-codex-to-tackle-big-projects-with-rigor-2025-12-04"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-10-31"
    },
    "topics": [
      "developer-productivity",
      "measuring-impact",
      "coding-agents"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "output-change",
        "value": 0.7,
        "unit": "share",
        "period": "OpenAI engineers using Codex (as of 2025-12)",
        "definition": "merged pull requests, Codex users vs others",
        "level": "n/a"
      }
    ],
    "context": null,
    "url": "https://the-ai-record.com/passages/openai-engineers-using-ship-about-70-more-merged-2025"
  },
  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tooling and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}