{
  "apiVersion": "v1",
  "passage": {
    "id": "humanlayer-150-rpc-procedures-six-months-one-at-a-time-2026",
    "text": "And of course, once you're feeling confident in the loop, we're going to want to speed it up, right? I have 150 RPC procedures to migrate. If I do one at a time, it's going to take six months, which is way longer than I want to wait.",
    "context": "Mistele is explaining why HumanLayer would raise the number of procedures its loop handles per run.",
    "speaker": "Kyle Mistele",
    "speakerId": "kyle-mistele",
    "speakerUrl": "https://the-ai-record.com/people/kyle-mistele",
    "speakerLevel": "executive",
    "role": "Co-founder, HumanLayer",
    "voice": "person",
    "organization": "HumanLayer",
    "organizationId": "humanlayer",
    "organizationUrl": "https://the-ai-record.com/organizations/humanlayer",
    "aiVendor": true,
    "work": {
      "title": "Loop Engineering from first principles",
      "type": "talk",
      "date": "2026-07-25",
      "publisher": "AI Engineer (YouTube)",
      "locator": "16:23",
      "url": "https://www.youtube.com/watch?v=xIt_mTQp6mY"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-03"
    },
    "topics": [
      "migrations",
      "developer-productivity"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "procedures-to-migrate",
        "value": 150,
        "unit": "count",
        "period": "HumanLayer RPC API migration to Effect",
        "definition": "RPC procedures left to migrate, as the speaker states it",
        "level": "n/a"
      },
      {
        "metric": "migration-time-one-at-a-time",
        "value": 6,
        "unit": "months",
        "period": "HumanLayer RPC API migration to Effect",
        "definition": "speaker's estimate of the time to migrate all 150 procedures at one per loop run",
        "level": "unclear"
      }
    ],
    "url": "https://the-ai-record.com/passages/humanlayer-150-rpc-procedures-six-months-one-at-a-time-2026",
    "json": "https://the-ai-record.com/api/v1/passages/humanlayer-150-rpc-procedures-six-months-one-at-a-time-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."
  ]
}