{
  "apiVersion": "v1",
  "passage": {
    "id": "openai-building-agent-handholds-change-all-way-2026",
    "text": "We are building an agent that \"handholds\" a change all the way to production — whether it's a code change or a change behind a feature flag. It observes the relevant monitoring graphs, but can also build its own dashboard to monitor important signals. More of our code changes are going to production with this kind of agent monitoring.",
    "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": [
      "coding-agents",
      "bugs-and-incidents"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": null,
    "url": "https://the-ai-record.com/passages/openai-building-agent-handholds-change-all-way-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."
  ]
}