{
  "apiVersion": "v1",
  "passage": {
    "id": "openai-roughly-10x-increase-load-some-systems-2026",
    "text": "We're talking about roughly a 10x increase in load on some systems. At most companies, that kind of growth might happen over two or three years. At OpenAI, we see it in about six months.",
    "speaker": "Venkat Venkataramani",
    "role": "VP of Engineering, Applied Infra",
    "organization": "OpenAI",
    "aiVendor": true,
    "work": {
      "title": "Inside OpenAI's agentic software factory",
      "type": "press",
      "date": "2026-09-15",
      "publisher": "The Pragmatic Engineer",
      "locator": "2. Death of the IDE & pull requests",
      "url": "https://newsletter.pragmaticengineer.com/p/openai-software-factory"
    },
    "grade": "C",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-10-31"
    },
    "topics": [
      "developer-productivity"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "build-pipeline-load-increase",
        "value": 10,
        "unit": "x",
        "period": "about six months",
        "definition": "increase in load on some build-test-deploy systems as pull requests per engineer grow, as stated",
        "level": "unclear"
      }
    ],
    "context": null,
    "url": "https://the-ai-record.com/passages/openai-roughly-10x-increase-load-some-systems-2026"
  },
  "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."
  ]
}