{
  "apiVersion": "v1",
  "passage": {
    "id": "rewind-diff-vader-ai-reviewer-only-reviewer-needed-low-risk-2026",
    "text": "So we built a system that fixes the allocation. It’s called Diff Vader: an AI reviewer that looks at every PR across our orgs and, for a carefully bounded set of low-risk changes, becomes the only reviewer needed, freeing human reviewers to spend their judgment where judgment actually matters.",
    "context": null,
    "speaker": "Dave North",
    "speakerId": "dave-north",
    "speakerUrl": "https://the-ai-record.com/people/dave-north",
    "speakerLevel": "leader",
    "role": "Leads the technical operations group",
    "voice": "person",
    "organization": "Rewind",
    "organizationId": "rewind",
    "organizationUrl": "https://the-ai-record.com/organizations/rewind",
    "aiVendor": false,
    "work": {
      "title": "Review is the bottleneck now: How we let AI approve pull requests (safely)",
      "type": "post",
      "date": "2026-06-01",
      "publisher": "Rewind blog",
      "locator": "Opening",
      "url": "https://rewind.com/blog/ai-approve-pull-requests-safely/"
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    "verification": {
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      "reviewedOn": "2026-11-04"
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      "code-review",
      "autonomy-and-oversight",
      "ai-approves-code"
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      "engineering"
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    "figures": [],
    "url": "https://the-ai-record.com/passages/rewind-diff-vader-ai-reviewer-only-reviewer-needed-low-risk-2026",
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    "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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}