{
  "apiVersion": "v1",
  "passage": {
    "id": "block-bots-review-prs-auto-fix-loop-2026",
    "text": "We absolutely had to get the bots to help us review PR's. … But now, with the repo readiness work that the champions had done, coupled with better models and tools, … we were getting much better results here. So we enabled … on all the repos, and we also created an auto fix loop where if … issues, another agent will automatically fix those issues and commit them to the PR. So now, at least people were no longer complaining about not wanting to review sloppy PR's from bots, right? By time they got to them, they were in pretty good shape.",
    "context": "Jones is describing how Block handled code review once engineers were running several agents at once.",
    "speaker": "Angie Jones",
    "speakerId": "angie-jones",
    "speakerUrl": "https://the-ai-record.com/people/angie-jones",
    "speakerLevel": "leader",
    "role": "Led AI enablement and the agent engineering org at Block, as she describes in the talk; now VP of Developer Experience, Agentic AI Foundation",
    "voice": "person",
    "organization": "Block",
    "organizationId": "block",
    "organizationUrl": "https://the-ai-record.com/organizations/block",
    "aiVendor": false,
    "work": {
      "title": "Building an Autonomous Engineering Org",
      "type": "talk",
      "date": "2026-06-28",
      "publisher": "AI Engineer (YouTube)",
      "locator": "13:31",
      "url": "https://www.youtube.com/watch?v=whue9_YquGA"
    },
    "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": [
      "code-review",
      "coding-agents",
      "ai-review-quality"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/block-bots-review-prs-auto-fix-loop-2026",
    "json": "https://the-ai-record.com/api/v1/passages/block-bots-review-prs-auto-fix-loop-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."
  ]
}