{
  "apiVersion": "v1",
  "passage": {
    "id": "greptile-almost-fifth-prs-merged-without-human-review-2026",
    "text": "You get a pretty high degree of confidence on merge. Today, almost a fifth of all the pull … are merged without any human review or without any human testing. … that is a number that we care a lot about and want to bring higher and higher, of course, within the guardrails of producing really high quality code.",
    "speaker": "Daksh Gupta",
    "role": "Co-founder",
    "organization": "Greptile",
    "aiVendor": true,
    "work": {
      "title": "AI-Generated Code Is Already Competing With Human Code",
      "type": "talk",
      "date": "2026-09-27",
      "publisher": "AI Engineer (YouTube)",
      "locator": "11:50",
      "url": "https://www.youtube.com/watch?v=474j-n1Ltxc"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-11-01"
    },
    "topics": [
      "autonomy-and-oversight",
      "code-review"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "share-prs-merged-without-human-review",
        "value": 0.2,
        "unit": "share",
        "period": "as of the talk (almost a fifth)",
        "definition": "pull requests that Greptile reviews that are merged without any human review or human testing, per the speaker (unit of work: PRs)",
        "level": "human-out"
      }
    ],
    "context": null,
    "url": "https://the-ai-record.com/passages/greptile-almost-fifth-prs-merged-without-human-review-2026"
  },
  "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 tooling and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}