{
  "apiVersion": "v1",
  "passage": {
    "id": "atlassian-rovodev-code-reviewer-enterprise-grade-llm-based-2026",
    "text": "In particular, this paper aims at answering the practical question: how can we design a review-guided, context-aware, quality-checked code review comment generation without fine-tuning?",
    "context": null,
    "speaker": null,
    "speakerId": null,
    "speakerUrl": null,
    "speakerLevel": null,
    "role": null,
    "voice": "organization",
    "organization": "Atlassian",
    "organizationId": "atlassian",
    "organizationUrl": "https://the-ai-record.com/organizations/atlassian",
    "aiVendor": true,
    "work": {
      "title": "RovoDev Code Reviewer: A Large-Scale Online Evaluation of LLM-based Code Review Automation at Atlassian",
      "type": "paper",
      "date": "2026-01-05",
      "publisher": "arXiv (Atlassian researchers; accepted at ICSE 2026, SEIP track)",
      "locator": "Abstract",
      "url": "https://arxiv.org/abs/2601.01129"
    },
    "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": "2026-11-06"
    },
    "topics": [
      "code-review"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/atlassian-rovodev-code-reviewer-enterprise-grade-llm-based-2026",
    "json": "https://the-ai-record.com/api/v1/passages/atlassian-rovodev-code-reviewer-enterprise-grade-llm-based-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."
  ]
}