{
  "apiVersion": "v1",
  "passage": {
    "id": "greptile-swarm-agents-every-pull-request-sandbox-2026",
    "text": "every time there's a pull request, we have a swarm of agents. And they go and look at every file that's changed, every file that's related to the files that change to figure out if there's bugs. And it also spins up your code in a sandbox, … dependencies, spins up local host, clicks around to try to break things, mocks inputs, and everything else to figure out if the code is broken.",
    "speaker": "Daksh Gupta",
    "role": "Co-founder",
    "organization": "Greptile",
    "aiVendor": true,
    "work": {
      "title": "AI-Generated Code Is Already Competing With Human Code",
      "type": "talk",
      "date": "2026-09-27",
      "publisher": "AI Engineer (YouTube)",
      "locator": "00:27",
      "url": "https://www.youtube.com/watch?v=474j-n1Ltxc"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-11-01"
    },
    "topics": [
      "code-review",
      "testing"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": null,
    "url": "https://the-ai-record.com/passages/greptile-swarm-agents-every-pull-request-sandbox-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."
  ]
}