{
  "apiVersion": "v1",
  "passage": {
    "id": "intercom-over-93-prs-agent-driven-19-2026",
    "text": "Today, over 93% of our pull requests (PRs) across our two main codebases are Agent-driven. And over 19% are auto-approved with no human reviewer in the loop.",
    "context": null,
    "speaker": null,
    "speakerId": null,
    "speakerUrl": null,
    "speakerLevel": null,
    "role": null,
    "voice": "organization",
    "organization": "Intercom (renamed Fin in May 2026)",
    "organizationId": "intercom",
    "organizationUrl": "https://the-ai-record.com/organizations/intercom",
    "aiVendor": true,
    "work": {
      "title": "AI is approving our pull requests: Here's how we made it safe",
      "type": "post",
      "date": "2026-04-21",
      "publisher": "Intercom Blog",
      "locator": "Introduction",
      "url": "https://www.intercom.com/blog/ai-is-approving-our-pull-requests-heres-how-we-made-it-safe"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-04"
    },
    "topics": [
      "coding-agents",
      "code-review",
      "autonomy-and-oversight",
      "ai-approves-code"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "agent-driven-pr-share",
        "value": 0.93,
        "unit": "share",
        "period": "April 2026, two main codebases",
        "definition": "Share of pull requests that are Agent-driven, as Intercom states it",
        "level": "unclear"
      },
      {
        "metric": "auto-approved-pr-share",
        "value": 0.19,
        "unit": "share",
        "period": "April 2026, two main codebases",
        "definition": "Share of pull requests auto-approved with no human reviewer in the loop",
        "level": "human-out"
      }
    ],
    "url": "https://the-ai-record.com/passages/intercom-over-93-prs-agent-driven-19-2026",
    "json": "https://the-ai-record.com/api/v1/passages/intercom-over-93-prs-agent-driven-19-2026.json"
  },
  "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 tools or services and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}