{
  "apiVersion": "v1",
  "passage": {
    "id": "anthropic-labs-talk-claude-about-code-instead-reading-every-line-2026",
    "text": "actually talked to Claude about the code and say, all right, these are the questions that I would have. Can you go investigate it? So it is kind of … code review, but still human-driven, and for the really important ones. And for the ones that are cosmetic visual changes, it's much more like we'll fix forward if we need to fix forward.",
    "speaker": "Mike Krieger",
    "role": "Head of Anthropic Labs",
    "organization": "Anthropic",
    "aiVendor": true,
    "work": {
      "title": "How Anthropic Builds: Lessons from Labs",
      "type": "interview",
      "date": "2026-07-02",
      "publisher": "AI Engineer (YouTube)",
      "locator": "11:13",
      "url": "https://www.youtube.com/watch?v=qqrk7CtkuIw"
    },
    "grade": "C",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-10-31"
    },
    "topics": [
      "code-review",
      "autonomy-and-oversight"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": "Continuing his answer on review. The sentence before this passage, on not reviewing every line of a pull request, is not quoted because the two passes disagreed on its wording.",
    "url": "https://the-ai-record.com/passages/anthropic-labs-talk-claude-about-code-instead-reading-every-line-2026"
  },
  "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 tooling and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}