{
  "apiVersion": "v1",
  "passage": {
    "id": "shopify-improvement-36-77-over-two-months-came-2026",
    "text": "An improvement from 36% to 77% over two months came from people watching River work",
    "speaker": "Tobi Lütke",
    "role": "Co-founder and Chief Executive Officer",
    "organization": "Shopify",
    "aiVendor": false,
    "work": {
      "title": "Learning on the Shop floor",
      "type": "social",
      "date": "2026-05-09",
      "publisher": "X post by Tobi Lütke, CEO (long-form article \"Learning on the Shop floor\")",
      "url": "https://x.com/tobi/status/2053121182044451016"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-10-31"
    },
    "topics": [
      "ai-across-the-company"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": null,
    "url": "https://the-ai-record.com/passages/shopify-improvement-36-77-over-two-months-came-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."
  ]
}