{
  "apiVersion": "v1",
  "passage": {
    "id": "cloudflare-metric-we-re-proudest-though-engineers-2026",
    "text": "That is fast enough that most engineers see the review comment before they have finished context-switching to another task. The metric we’re the proudest about, though, is that engineers have only needed to “break glass” 288 times (0.6% of merge requests).",
    "context": null,
    "speaker": "Ryan Skidmore",
    "speakerId": "ryan-skidmore",
    "speakerUrl": "https://the-ai-record.com/people/ryan-skidmore",
    "speakerLevel": "practitioner",
    "role": "Author of Cloudflare's \"Orchestrating AI Code Review at scale\" blog post",
    "voice": "person",
    "organization": "Cloudflare",
    "organizationId": "cloudflare",
    "organizationUrl": "https://the-ai-record.com/organizations/cloudflare",
    "aiVendor": true,
    "work": {
      "title": "Orchestrating AI Code Review at scale",
      "type": "post",
      "date": "2026-04-20",
      "publisher": "Cloudflare blog",
      "locator": "Show me the numbers! / The overview",
      "url": "https://blog.cloudflare.com/ai-code-review"
    },
    "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"
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    "topics": [
      "autonomy-and-oversight",
      "measuring-impact",
      "ai-approves-code"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "break-glass-overrides",
        "value": 288,
        "unit": "count",
        "period": "March 10 to April 9, 2026",
        "definition": "Times an engineer commented break glass to force approval over the AI review; 0.6% of merge requests",
        "level": "human-out"
      }
    ],
    "url": "https://the-ai-record.com/passages/cloudflare-metric-we-re-proudest-though-engineers-2026",
    "json": "https://the-ai-record.com/api/v1/passages/cloudflare-metric-we-re-proudest-though-engineers-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."
  ]
}