{
  "apiVersion": "v1",
  "passage": {
    "id": "coval-configuration-catches-most-what-our-2026",
    "text": "The configuration that catches the most of what our human reviewers catch is also the cheapest one we have run, and most of its budget goes to models that would be dismissed on sight as too weak for code review—which, individually, they are.",
    "context": null,
    "speaker": "Dana Dzik",
    "speakerId": "dana-dzik",
    "speakerUrl": "https://the-ai-record.com/people/dana-dzik",
    "speakerLevel": "practitioner",
    "role": "Engineer, Coval (author of the Coval blog post on its code reviewer)",
    "voice": "person",
    "organization": "Coval",
    "organizationId": "coval",
    "organizationUrl": "https://the-ai-record.com/organizations/coval",
    "aiVendor": true,
    "work": {
      "title": "Notes on Building a Code Reviewer",
      "type": "post",
      "date": "2026-09-10",
      "publisher": "Coval blog",
      "locator": "Where it goes",
      "url": "https://www.coval.ai/blog/how-we-built-our-code-reviewer/"
    },
    "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": "2026-11-07"
    },
    "topics": [
      "ai-review-cost",
      "ai-review-quality"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/coval-configuration-catches-most-what-our-2026",
    "json": "https://the-ai-record.com/api/v1/passages/coval-configuration-catches-most-what-our-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."
  ]
}