{
  "apiVersion": "v1",
  "passage": {
    "id": "uber-one-thing-we-learned-actually-writing-2026",
    "text": "One thing that we learned is that actually writing the skill was very easy, like teams just very quickly wrote a skill by asking Claude to write one, go over my previous PR reviews and write me a skill, but the hard part was how to run these skills at scale with consistent quality and low cost, and that required a lot of iterations, not only from the [uReview] team side, but also … for each team who was trying to write these rules.",
    "speaker": "Ameya Ketkar",
    "role": "Speaker, AI Engineer World's Fair 2026 (job title not stated)",
    "organization": "Uber",
    "aiVendor": false,
    "work": {
      "title": "Building uReview, Uber's Multi-Agent Code Review Engine (talk, AI Engineer World's Fair 2026)",
      "type": "talk",
      "date": "2026-08-28",
      "publisher": "AI Engineer (YouTube)",
      "locator": "09:44",
      "url": "https://www.youtube.com/watch?v=EL123UNokkI"
    },
    "grade": "B",
    "verification": {
      "status": "reported"
    },
    "topics": [
      "code-review",
      "internal-tools"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": "Ameya Ketkar is describing how Uber's teams wrote their own code-review skills for uReview.",
    "url": "https://the-ai-record.com/passages/uber-one-thing-we-learned-actually-writing-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."
  ]
}