{
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    "id": "anthropic-goal-at-most-one-human-in-loop-per-pr-2026",
    "text": "So the goal is that most pull requests in the Claude Code repos … merge with at most one human in the loop, who can be the author, with no increase in reverts or incidents. To measure human time, we track human approvals per PR (median and 95th percentile), human comments, and how long a PR waits on a person. Revert and incident rates are the guardrail: if they rise, we haven't saved human time, we've only moved it.",
    "context": null,
    "speaker": null,
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    "organization": "Anthropic",
    "organizationId": "anthropic",
    "organizationUrl": "https://the-ai-record.com/organizations/anthropic",
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    "work": {
      "title": "How the Claude Code team does code review",
      "type": "post",
      "date": "2026-10-15",
      "publisher": "claude.dev Blog (Anthropic)",
      "locator": "The scarce resource: human time and attention",
      "url": "https://claude.dev/blog/solving-code-review-at-anthropic/"
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      "reviewedOn": "2026-11-07"
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    "url": "https://the-ai-record.com/passages/anthropic-goal-at-most-one-human-in-loop-per-pr-2026",
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  "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."
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}