{
  "apiVersion": "v1",
  "passage": {
    "id": "boundary-agents-run-baml-programs-inspect-transcripts-humans-triage-2026",
    "text": "What we did was we built a system that actually has agents constantly running and creating BAML programs. … We then look at the entire … transcripts, see what tools they use, see what happened, and obviously we as humans can inspect them. But more importantly, we can have agents go inspect them. And agents find what was good, what was bad. … And we can have humans collaborate with these issues to figure out which ones are real, which ones are hallucinations, which ones don't have taste as much as I hate to use that word. And then we can have agents go ahead and create fixes to these problems and go to address them.",
    "speaker": "Vaibhav Gupta",
    "role": "Co-founder and Chief Executive",
    "organization": "Boundary (BoundaryML)",
    "aiVendor": true,
    "work": {
      "title": "Fighting Slop with Slop",
      "type": "talk",
      "date": "2026-07-31",
      "publisher": "AI Engineer (YouTube)",
      "locator": "5:05",
      "url": "https://www.youtube.com/watch?v=AMiyLItEtLA"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-11-01"
    },
    "topics": [
      "autonomy-and-oversight",
      "bugs-and-incidents",
      "testing"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": "Gupta is describing how the team tests its programming language when it does not rely on reading every line of code.",
    "url": "https://the-ai-record.com/passages/boundary-agents-run-baml-programs-inspect-transcripts-humans-triage-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."
  ]
}