{
  "apiVersion": "v1",
  "passage": {
    "id": "shopify-first-11-days-running-dependency-workflow-backlog-2026",
    "text": "In the first 11 days of running the dependency workflow, the backlog of open issues fell by about 70%.",
    "speaker": "Erin Son",
    "role": "Senior Engineer",
    "organization": "Shopify",
    "aiVendor": false,
    "work": {
      "title": "How River takes security work from a fix to merge",
      "type": "post",
      "date": "2026-09-02",
      "publisher": "Shopify engineering blog",
      "url": "https://shopify.engineering/river-vulnerability-remediation"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-10-31"
    },
    "topics": [
      "developer-productivity",
      "measuring-impact",
      "security"
    ],
    "functions": [
      "security",
      "engineering"
    ],
    "figures": [
      {
        "metric": "output-change",
        "value": -0.7,
        "unit": "share",
        "period": "first 11 days of the dependency workflow, as of 2026-09-02",
        "definition": "backlog of open dependency issues after River's dependency workflow started",
        "level": "n/a"
      }
    ],
    "context": null,
    "url": "https://the-ai-record.com/passages/shopify-first-11-days-running-dependency-workflow-backlog-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."
  ]
}