{
  "apiVersion": "v1",
  "passage": {
    "id": "shopify-over-roughly-six-weeks-weve-run-thousands-2026",
    "text": "Over roughly six weeks, we’ve run thousands of scans, produced over 300 findings ranging from defense-in-depth improvements to resolved security incidents.",
    "speaker": "Zack Deveau",
    "role": "Title not stated on Deveau's author page; the post is written from Shopify's Application Security team",
    "organization": "Shopify",
    "aiVendor": false,
    "work": {
      "title": "Building an agentic harness that outlasts the model",
      "type": "post",
      "date": "2026-07-29",
      "publisher": "Shopify engineering blog",
      "url": "https://shopify.engineering/building-an-agentic-harness-that-outlasts-the-model"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-10-31"
    },
    "topics": [
      "bugs-and-incidents",
      "testing",
      "security"
    ],
    "functions": [
      "security"
    ],
    "figures": [
      {
        "metric": "function-agent-volume",
        "value": 300,
        "unit": "count",
        "period": "about six weeks, as of 2026-07-29",
        "definition": "application security: findings produced by an agent harness that scans public-facing apps",
        "level": "unclear"
      }
    ],
    "context": null,
    "url": "https://the-ai-record.com/passages/shopify-over-roughly-six-weeks-weve-run-thousands-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."
  ]
}