{
  "apiVersion": "v1",
  "passage": {
    "id": "traderspost-review-bot-posts-every-pull-request-waste-2026",
    "text": "A review bot that posts on every pull request can waste more attention than it saves. Humans have to read the comments, decide which are right, and resolve threads. A reviewer who has learned that the bot is often wrong learns to skim, and then skims the good findings too.",
    "context": null,
    "speaker": null,
    "speakerId": null,
    "speakerUrl": null,
    "speakerLevel": null,
    "role": null,
    "voice": "organization",
    "organization": "TradersPost",
    "organizationId": "traderspost",
    "organizationUrl": "https://the-ai-record.com/organizations/traderspost",
    "aiVendor": false,
    "work": {
      "title": "The AI Review Bot We Reverted",
      "type": "post",
      "date": "2026-10-13",
      "publisher": "TradersPost blog",
      "locator": "A noisy bot costs attention",
      "url": "https://blog.traderspost.io/article/the-ai-review-bot-we-built-and-reverted"
    },
    "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": "2026-11-05"
    },
    "topics": [
      "code-review",
      "ai-review-quality"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/traderspost-review-bot-posts-every-pull-request-waste-2026",
    "json": "https://the-ai-record.com/api/v1/passages/traderspost-review-bot-posts-every-pull-request-waste-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."
  ]
}