{
  "apiVersion": "v1",
  "passage": {
    "id": "amazon-prime-video-ten-day-sprint-90-weeks-down-to-24-2026",
    "text": "So another experiment that I want to talk about is an experimental sprint that was done in the Prime Video Organization. They took a 10-day sprint and they … experiment where they put, again, six engineers in a room and they let them go wild with Kiro. They brought down the project delivery time estimate from what was going to be 90 weeks down to 24, based on all of the progress they had made in this 10-day sprint.",
    "speaker": "Clare Liguori",
    "role": "Senior Principal Engineer, AWS",
    "organization": "Amazon",
    "aiVendor": true,
    "work": {
      "title": "From AI-Assisted to AI-Native: Building a Frontier Development Team",
      "type": "talk",
      "date": "2026-08-28",
      "publisher": "AI Engineer (YouTube)",
      "locator": "4:05",
      "url": "https://www.youtube.com/watch?v=pqlWNihgdjI"
    },
    "grade": "B",
    "verification": {
      "status": "reported"
    },
    "topics": [
      "developer-productivity",
      "measuring-impact",
      "coding-agents"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "delivery-estimate-before",
        "value": 90,
        "unit": "weeks",
        "period": "before the 10-day sprint",
        "definition": "project delivery time estimate before the sprint",
        "level": "n/a"
      },
      {
        "metric": "delivery-estimate-after",
        "value": 24,
        "unit": "weeks",
        "period": "after the 10-day sprint",
        "definition": "revised project delivery time estimate, based on progress made in the sprint",
        "level": "n/a"
      }
    ],
    "context": "Liguori is describing an experimental sprint in Amazon's Prime Video organization.",
    "url": "https://the-ai-record.com/passages/amazon-prime-video-ten-day-sprint-90-weeks-down-to-24-2026"
  },
  "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."
  ]
}