{
  "apiVersion": "v1",
  "passage": {
    "id": "cloudflare-up-seven-specialised-reviewers-coordinator-agent-2026",
    "text": "Today, when an engineer at Cloudflare opens a merge request, it gets an initial pass from a coordinated smörgåsbord of AI agents. Rather than relying on one model with a massive, generic prompt, we launch up to seven specialised reviewers covering security, performance, code quality, documentation, release management, and compliance with our internal Engineering Codex. These specialists are managed by a coordinator agent that deduplicates their findings, judges the actual severity of the issues, and posts a single structured review comment.",
    "context": "Describes the system as deployed on internal merge requests.",
    "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": "Introduction",
      "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"
    },
    "topics": [
      "code-review",
      "autonomy-and-oversight"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/cloudflare-up-seven-specialised-reviewers-coordinator-agent-2026",
    "json": "https://the-ai-record.com/api/v1/passages/cloudflare-up-seven-specialised-reviewers-coordinator-agent-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."
  ]
}