{
  "apiVersion": "v1",
  "passage": {
    "id": "microsoft-5000-repositories-onboarded-ai-code-reviewer-2025",
    "text": "Per early experiments and data science studies, 5000 repositories onboarded to AI code reviewer observed 10 – 20% median PR completion time improvements.",
    "context": null,
    "speaker": "Sneha Tuli",
    "speakerId": "sneha-tuli",
    "speakerUrl": "https://the-ai-record.com/people/sneha-tuli",
    "speakerLevel": "leader",
    "role": "Principal Product Manager",
    "voice": "person",
    "organization": "Microsoft",
    "organizationId": "microsoft",
    "organizationUrl": "https://the-ai-record.com/organizations/microsoft",
    "aiVendor": true,
    "work": {
      "title": "Enhancing Code Quality at Scale with AI-Powered Code Reviews",
      "type": "post",
      "date": "2025-07-14",
      "publisher": "Engineering@Microsoft blog",
      "locator": "Impact on quality and velocity",
      "url": "https://devblogs.microsoft.com/engineering-at-microsoft/enhancing-code-quality-at-scale-with-ai-powered-code-reviews/"
    },
    "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": "2026-11-04"
    },
    "topics": [
      "code-review",
      "developer-productivity",
      "measuring-impact"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "median-pr-completion-time-improvement-low",
        "value": 0.1,
        "unit": "share",
        "period": "early experiments, 5000 onboarded repositories",
        "definition": "Low end of the stated range of median PR completion time improvement",
        "level": "assisted"
      },
      {
        "metric": "median-pr-completion-time-improvement-high",
        "value": 0.2,
        "unit": "share",
        "period": "early experiments, 5000 onboarded repositories",
        "definition": "High end of the stated range of median PR completion time improvement",
        "level": "assisted"
      }
    ],
    "url": "https://the-ai-record.com/passages/microsoft-5000-repositories-onboarded-ai-code-reviewer-2025",
    "json": "https://the-ai-record.com/api/v1/passages/microsoft-5000-repositories-onboarded-ai-code-reviewer-2025.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."
  ]
}