{
  "apiVersion": "v1",
  "passage": {
    "id": "monzo-forward-into-today-authors-over-10-all-merge-prs-across-tech-2026",
    "text": "Forward into today, … authors over 10% of all merge PRs across tech. So, that's data, machine learning, that's a back … app, et cetera. Also runs more than 1,800 tasks per day, which is a lot. And it's been actively starting to be adopted by business users as well. So, it's not just coding and tech. It's also trying to answer business questions, writing queries or self-serving anything that a business user may need.",
    "context": "Galletta is describing Monzo's in-house agent, Agent Chip, at the time of the talk. 'Merge PRs' is as spoken in both passes.",
    "speaker": "Francesco Galletta",
    "speakerId": "francesco-galletta",
    "speakerUrl": "https://the-ai-record.com/people/francesco-galletta",
    "speakerLevel": "leader",
    "role": "Leads analytics engineering for financial crime; co-leads AI strategy for the data discipline, Monzo",
    "voice": "person",
    "organization": "Monzo",
    "organizationId": "monzo",
    "organizationUrl": "https://the-ai-record.com/organizations/monzo",
    "aiVendor": false,
    "work": {
      "title": "A Bank Built Its Own Coding Agent. It Took Off (talk, AI Engineer)",
      "type": "talk",
      "date": "2026-10-20",
      "publisher": "AI Engineer (conference organizer) YouTube channel",
      "locator": "2:55",
      "url": "https://www.youtube.com/watch?v=adfw3xJBx1o"
    },
    "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": "2026-11-06"
    },
    "topics": [
      "ai-written-code",
      "ai-across-the-company"
    ],
    "functions": [
      "engineering",
      "company-wide"
    ],
    "figures": [
      {
        "metric": "agent-pr-share",
        "value": 0.1,
        "unit": "share",
        "period": "all merged PRs across tech (data, machine learning, backend, app), as stated in the 2026-10 talk",
        "definition": "merged PRs authored by Agent Chip; stated as 'over 10%'",
        "level": "unclear"
      },
      {
        "metric": "function-agent-volume",
        "value": 1800,
        "unit": "count",
        "period": "per day, as stated in the 2026-10 talk",
        "definition": "tasks run by Agent Chip per day; stated as 'more than 1,800'",
        "level": "unclear"
      }
    ],
    "url": "https://the-ai-record.com/passages/monzo-forward-into-today-authors-over-10-all-merge-prs-across-tech-2026",
    "json": "https://the-ai-record.com/api/v1/passages/monzo-forward-into-today-authors-over-10-all-merge-prs-across-tech-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."
  ]
}