{
  "apiVersion": "v1",
  "passage": {
    "id": "amazon-prompt-trivial-generated-23-tasks-dag-2026",
    "text": "And you can see here that the prompt I provided was very trivial. It's like, hey, we've done a bunch of code review, solve all of the requests from the code review. And you can see that it's generated, I don't know, about 20-something tasks, yeah, about 23 tasks. And we get this beautiful DAG that defines what needs to be done in what order.",
    "context": "Vaidya, an AWS solutions architect, is describing and demoing a dark factory (software built and merged by agents) that he built himself, which he calls \"my factory\"; it is not presented as an AWS product. The talk is from the Background Agents Summit, recorded 7 May 2026 and published by Ona.",
    "speaker": "Shardul Vaidya",
    "speakerId": "shardul-vaidya",
    "speakerUrl": "https://the-ai-record.com/people/shardul-vaidya",
    "speakerLevel": "practitioner",
    "role": "Solutions Architect, Data and AI, AWS",
    "voice": "person",
    "organization": "Amazon",
    "organizationId": "amazon",
    "organizationUrl": "https://the-ai-record.com/organizations/amazon",
    "aiVendor": true,
    "work": {
      "title": "Dark Factories: Verification-First Agentic Engineering",
      "type": "talk",
      "date": "2026-05-07",
      "publisher": "Background Agents Summit (YouTube)",
      "locator": "11:35",
      "url": "https://www.youtube.com/watch?v=e7AvdrxsbaU"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "reported",
      "meaning": "Not yet confirmed against the source by an independent second reader."
    },
    "topics": [
      "coding-agents",
      "parallel-agents"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "tasks-planned-from-one-prompt",
        "value": 23,
        "unit": "tasks",
        "period": "one demo run",
        "definition": "tasks the factory's planner generated from a short prompt asking it to resolve code review comments, as the speaker counts them on screen ('about 23')",
        "level": "unclear"
      }
    ],
    "url": "https://the-ai-record.com/passages/amazon-prompt-trivial-generated-23-tasks-dag-2026",
    "json": "https://the-ai-record.com/api/v1/passages/amazon-prompt-trivial-generated-23-tasks-dag-2026.json"
  },
  "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."
  ]
}