{
  "apiVersion": "v1",
  "passage": {
    "id": "ona-already-code-review-automation-running-every-pr-2026",
    "text": "We already had Ona's code review automation running on every PR. The agent reviewed diffs, ran the code in a full environment, cross-referenced tickets, and left inline comments with an 88% acceptance rate and a 50% reduction in time spent on pull requests.",
    "context": null,
    "speaker": null,
    "speakerId": null,
    "speakerUrl": null,
    "speakerLevel": null,
    "role": null,
    "voice": "organization",
    "organization": "Ona",
    "organizationId": "ona",
    "organizationUrl": "https://the-ai-record.com/organizations/ona",
    "aiVendor": true,
    "work": {
      "title": "How auto-approving low-risk PRs with AI cut our lead time by 74%",
      "type": "post",
      "date": "2026-04-09",
      "publisher": "Ona blog",
      "locator": "The experiment",
      "url": "https://ona.com/stories/auto-approving-low-risk-prs"
    },
    "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",
      "measuring-impact",
      "ai-review-quality"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "review-comment-acceptance-rate",
        "value": 0.88,
        "unit": "share",
        "period": "before auto-approval, 2026",
        "definition": "Share of the agent's inline review comments that human reviewers accepted",
        "level": "assisted"
      },
      {
        "metric": "time-spent-on-pull-requests-reduction",
        "value": 0.5,
        "unit": "share",
        "period": "before auto-approval, 2026",
        "definition": "Reduction in time spent on pull requests, as the post states it",
        "level": "assisted"
      }
    ],
    "url": "https://the-ai-record.com/passages/ona-already-code-review-automation-running-every-pr-2026",
    "json": "https://the-ai-record.com/api/v1/passages/ona-already-code-review-automation-running-every-pr-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."
  ]
}