{
  "apiVersion": "v1",
  "passage": {
    "id": "mercado-libre-productivity-gains-across-our-technology-teams-2026",
    "text": "Productivity gains across our technology teams are among the most tangible results of our AI investment. Headcount grew 8% YoY in Q1’26 – a carryover effect of 2025 hiring – but productivity KPIs are growing 7-10x faster. Many of our most senior engineers that were previously spending most of their time reviewing code are now also building code because of the productivity gains enabled by AI tools. Rollbacks – code that is returned to its developer due to errors – are materially lower YoY.",
    "context": null,
    "speaker": null,
    "speakerId": null,
    "speakerUrl": null,
    "speakerLevel": null,
    "role": null,
    "voice": "organization",
    "organization": "Mercado Libre",
    "organizationId": "mercado-libre",
    "organizationUrl": "https://the-ai-record.com/organizations/mercado-libre",
    "aiVendor": false,
    "work": {
      "title": "MercadoLibre, Inc. Q1 2026 results (Form 8-K, Exhibit 99.1)",
      "type": "filing",
      "date": "2026-05-07",
      "publisher": "SEC EDGAR",
      "locator": "To our Shareholders, Artificial Intelligence",
      "url": "https://www.sec.gov/Archives/edgar/data/1099590/000109959026000014/meli-20260507xex991.htm"
    },
    "grade": "A",
    "gradeMeaning": "A filing or earnings call the organization answers for.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-04"
    },
    "topics": [
      "developer-productivity",
      "measuring-impact",
      "engineer-role"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "headcount-growth-yoy",
        "value": 0.08,
        "unit": "share",
        "period": "Q1 2026 vs Q1 2025",
        "definition": "Headcount growth, year over year",
        "level": "n/a"
      }
    ],
    "url": "https://the-ai-record.com/passages/mercado-libre-productivity-gains-across-our-technology-teams-2026",
    "json": "https://the-ai-record.com/api/v1/passages/mercado-libre-productivity-gains-across-our-technology-teams-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."
  ]
}