{
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    "id": "molly-o-shea",
    "name": "Molly O'Shea",
    "role": "Host, Sourcery",
    "level": "outside",
    "levelMeaning": "Outside the organization: a journalist, host, investor or analyst.",
    "organization": "Sourcery",
    "organizationId": null,
    "passages": 0,
    "reported": 8,
    "url": "https://the-ai-record.com/people/molly-o-shea",
    "json": "https://the-ai-record.com/api/v1/people/molly-o-shea.json",
    "background": "Host of the Sourcery interview series, per the episode description.",
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    "linkedin": null,
    "x": null,
    "profileSource": "https://www.youtube.com/watch?v=WuorvLfAFmA"
  },
  "passages": [],
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    {
      "id": "vercel-10-years-billion-deployments-added-1-5-billion-10-months-2026",
      "text": "It took us about 10 years to get to a billion deployments. Deployment is one of my favorite words. Every time you ship a change to your app, that's a deployment. And then in the next 10 months, the 10 months since then, until now, we've added another 1.5 billion deployments. So what took us 10 years, we've not sort of passed in just a few months.",
      "context": "Rauch is explaining what he means by the exponential, before he says why shipping has sped up.",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "8:45",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
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      },
      "topics": [
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      "figures": [
        {
          "metric": "deployments-cumulative",
          "value": 1000000000,
          "unit": "deployments",
          "period": "first 10 years of Vercel",
          "definition": "deployments on Vercel, as the speaker states it",
          "level": "n/a"
        },
        {
          "metric": "deployments-added",
          "value": 1500000000,
          "unit": "deployments",
          "period": "the 10 months before the interview",
          "definition": "deployments added on Vercel in the 10 months since reaching a billion, as the speaker states it",
          "level": "n/a"
        }
      ],
      "url": "https://the-ai-record.com/passages/vercel-10-years-billion-deployments-added-1-5-billion-10-months-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-10-years-billion-deployments-added-1-5-billion-10-months-2026.json"
    },
    {
      "id": "vercel-3-percent-deployments-coding-agents-now-60-agentic-2026",
      "text": "So we started out the year with 3% of deployments on … we're coming from coding agents. Now 60% are agentic.",
      "context": "Rauch answers the host's question about how many companies still read the code their coding agents write, and is describing deployments on the Vercel platform.",
      "speaker": "Guillermo Rauch",
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      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "14:52",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
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        "reviewedOn": "2026-11-06"
      },
      "topics": [
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        "coding-agents"
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      "functions": [
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      "figures": [
        {
          "metric": "agent-deployment-share",
          "value": 3,
          "unit": "percent",
          "period": "start of 2026",
          "definition": "share of deployments on Vercel coming from coding agents, as the speaker states it",
          "level": "n/a"
        },
        {
          "metric": "agent-deployment-share",
          "value": 60,
          "unit": "percent",
          "period": "as of the interview, published 2026-10-16",
          "definition": "share of deployments on Vercel that are agentic, as the speaker states it",
          "level": "n/a"
        }
      ],
      "url": "https://the-ai-record.com/passages/vercel-3-percent-deployments-coding-agents-now-60-agentic-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-3-percent-deployments-coding-agents-now-60-agentic-2026.json"
    },
    {
      "id": "vercel-80-percent-tokens-network-open-models-flipped-from-proprietary-2026",
      "text": "But what's happened is that in the beginning of the year … most of the traffic was going to proprietary models. So OpenAI, Gemini, XAI, et cetera. And now the situation is almost entirely flipped. 80% of tokens in our network … is open models.",
      "context": "Rauch is describing traffic through the Vercel AI Gateway, which he had introduced as the network that distributes tokens from many model providers.",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "54:48",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
        "reviewedOn": "2026-11-06"
      },
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      "figures": [
        {
          "metric": "open-model-token-share",
          "value": 80,
          "unit": "percent",
          "period": "as of the interview, published 2026-10-16",
          "definition": "share of tokens in the Vercel AI Gateway network that go to open models, as the speaker states it",
          "level": "n/a"
        }
      ],
      "url": "https://the-ai-record.com/passages/vercel-80-percent-tokens-network-open-models-flipped-from-proprietary-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-80-percent-tokens-network-open-models-flipped-from-proprietary-2026.json"
    },
    {
      "id": "vercel-mercedes-first-iteration-migration-took-five-minutes-agent-rewrote-code-2026",
      "text": "So we did this example with Mercedes. So when we started partnering with them, they asked us, how can you make our F1 team better? And I being sort of, you know, performance maniac, I said, well, we can make your website much faster because when people go to … buy your merch or want to get the latest results from the race or whatever, I want to make you faster, I want to make you agentic. And so that process would have taken quite a bit of time. But the first iteration of the migration of their old stack to the new one actually took five minutes. We used an agent to rewrite the code from the old platform to the new one. Five minutes. … I was like, this used to take months.",
      "context": "Rauch is giving an example of a customer migration done by an agent.",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "80:35",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
        "reviewedOn": "2026-11-06"
      },
      "topics": [
        "migrations",
        "coding-agents"
      ],
      "functions": [
        "engineering"
      ],
      "figures": [
        {
          "metric": "migration-duration",
          "value": 5,
          "unit": "minutes",
          "period": "first iteration of the Mercedes F1 team website migration",
          "definition": "time for an agent to rewrite the code from the old platform to the new one, as the speaker states it",
          "level": "n/a"
        }
      ],
      "url": "https://the-ai-record.com/passages/vercel-mercedes-first-iteration-migration-took-five-minutes-agent-rewrote-code-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-mercedes-first-iteration-migration-took-five-minutes-agent-rewrote-code-2026.json"
    },
    {
      "id": "vercel-put-a-million-dollars-sandbox-challenge-one-person-army-of-agents-2026",
      "text": "To get ahead of this problem, we put a million dollars towards a sandbox challenge. We told the world … we believe is one of the most secure sandboxes, if not the most secure sandbox in the world, and to strengthen it further, we want you to poke holes. And we invited, I mean, you could imagine this, right? We invited the entire world to attack us. Only one person with like an army of agents was able to make progress. And we're basically processing his contribution now and we're sharing it with industry peers.",
      "context": "Rauch is talking about securing code and sandboxes against attackers who use coding agents.",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "47:56",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
        "reviewedOn": "2026-11-06"
      },
      "topics": [
        "security"
      ],
      "functions": [
        "security",
        "engineering"
      ],
      "figures": [
        {
          "metric": "sandbox-challenge-prize",
          "value": 1000000,
          "unit": "usd",
          "period": "2026",
          "definition": "money Vercel put toward its sandbox challenge, as the speaker states it",
          "level": "n/a"
        }
      ],
      "url": "https://the-ai-record.com/passages/vercel-put-a-million-dollars-sandbox-challenge-one-person-army-of-agents-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-put-a-million-dollars-sandbox-challenge-one-person-army-of-agents-2026.json"
    },
    {
      "id": "vercel-agent-on-slack-account-executive-report-never-went-to-salesforce-2026",
      "text": "the way that we work at Vercel is I can go into my agent that we deploy on Slack … Hey, tell me about Molly and how frequently she deploys on Vercel … I'm gonna have a meeting with her and I'm her account executive. And give me a quick report on some of the problems that she's reported. So I never actually went to Salesforce. I just went to the agent and the agent went to Salesforce.",
      "context": "Rauch is describing how Vercel's own staff use an agent, using the host as the example account.",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "26:48",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
        "reviewedOn": "2026-11-06"
      },
      "topics": [
        "internal-tools",
        "ai-across-the-company"
      ],
      "functions": [
        "sales-marketing"
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      "figures": [],
      "url": "https://the-ai-record.com/passages/vercel-agent-on-slack-account-executive-report-never-went-to-salesforce-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-agent-on-slack-account-executive-report-never-went-to-salesforce-2026.json"
    },
    {
      "id": "vercel-almost-everything-we-do-at-vercel-we-do-with-agents-2026",
      "text": "And so what we're helping companies figure out is one, how do you build agents so that you can streamline your operations? Almost everything we do at Vercel, we do with agents.",
      "context": "Rauch follows an example of a Slack agent that reads Salesforce for Vercel's account executives.",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "27:13",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
        "reviewedOn": "2026-11-06"
      },
      "topics": [
        "ai-across-the-company",
        "internal-tools"
      ],
      "functions": [
        "company-wide"
      ],
      "figures": [],
      "url": "https://the-ai-record.com/passages/vercel-almost-everything-we-do-at-vercel-we-do-with-agents-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-almost-everything-we-do-at-vercel-we-do-with-agents-2026.json"
    },
    {
      "id": "vercel-read-the-code-asks-ai-to-explain-back-engineering-manager-2026",
      "text": "Now, you asked specifically, do I write the code? I read … and what this says, I'm doing more and more and more, is asking the AI to explain back what it did to me, which is a little bit of the job I've compared it to being an engineering manager.",
      "context": "Rauch answers the host's question 'Are you still coding?'",
      "speaker": "Guillermo Rauch",
      "speakerId": "guillermo-rauch",
      "speakerUrl": "https://the-ai-record.com/people/guillermo-rauch",
      "speakerLevel": "executive",
      "role": "Founder and CEO of Vercel",
      "voice": "person",
      "organization": "Vercel",
      "organizationId": "vercel",
      "organizationUrl": "https://the-ai-record.com/organizations/vercel",
      "aiVendor": true,
      "work": {
        "title": "60% of Vercel Deployments Are Now Shipped by AI Agents",
        "type": "interview",
        "date": "2026-10-16",
        "publisher": "Sourcery with Molly O'Shea (YouTube)",
        "locator": "12:17",
        "url": "https://www.youtube.com/watch?v=WuorvLfAFmA"
      },
      "grade": "C",
      "gradeMeaning": "An interview or press quote.",
      "verification": {
        "status": "verified",
        "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
        "reviewedOn": "2026-11-06"
      },
      "topics": [
        "autonomy-and-oversight",
        "coding-agents",
        "reading-agent-code",
        "engineer-role"
      ],
      "functions": [
        "engineering"
      ],
      "figures": [],
      "url": "https://the-ai-record.com/passages/vercel-read-the-code-asks-ai-to-explain-back-engineering-manager-2026",
      "json": "https://the-ai-record.com/api/v1/passages/vercel-read-the-code-asks-ai-to-explain-back-engineering-manager-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."
  ]
}