{
  "apiVersion": "v1",
  "passage": {
    "id": "shopify-1700-behavior-tests-four-minutes-ci-2026",
    "text": "The bigger reason is headless execution: our 1,700+ behavior tests finish in about four minutes on CI, on both platforms.",
    "context": null,
    "speaker": "Thiago Magalhaes",
    "speakerId": "thiago-magalhaes",
    "speakerUrl": "https://the-ai-record.com/people/thiago-magalhaes",
    "speakerLevel": "practitioner",
    "role": "Author, Shopify Engineering blog",
    "voice": "person",
    "organization": "Shopify",
    "organizationId": "shopify",
    "organizationUrl": "https://the-ai-record.com/organizations/shopify",
    "aiVendor": false,
    "work": {
      "title": "Reflex: an architecture for building mobile apps with agents",
      "type": "post",
      "date": "2026-11-05",
      "publisher": "Shopify Engineering",
      "locator": "A contract built on first principles",
      "url": "https://shopify.engineering/reflex"
    },
    "grade": "B",
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    "verification": {
      "status": "verified",
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      "reviewedOn": "2026-11-06"
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    "topics": [
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    "functions": [
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    "figures": [
      {
        "metric": "behavior-tests",
        "value": 1700,
        "unit": "count",
        "period": "as of 2026-11-05",
        "definition": "Behavior tests (lower bound, '1,700+') run headlessly against both the iOS and Android apps; about four minutes on CI",
        "level": "unclear"
      }
    ],
    "url": "https://the-ai-record.com/passages/shopify-1700-behavior-tests-four-minutes-ci-2026",
    "json": "https://the-ai-record.com/api/v1/passages/shopify-1700-behavior-tests-four-minutes-ci-2026.json"
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  "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."
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}