{
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  "passage": {
    "id": "uber-autocover-5-000-tests-generated-merged-per-month-3x-quality-2026",
    "text": "what we found is by really focusing on this project, building a custom agent on top of our internal … we were able to get a much higher quality type of unit test output. And so at this point, we're seeing about 5,000 tests generated and merged per month around the company from this. And almost a 3x rate of quality versus something that would be generated from your typical generic agent.",
    "context": "Smith is describing Auto Cover, Uber's custom unit-test generation agent, and why Uber built it instead of using a general coding agent.",
    "speaker": "Ty Smith",
    "speakerId": "ty-smith",
    "speakerUrl": "https://the-ai-record.com/people/ty-smith",
    "speakerLevel": "practitioner",
    "role": "Principal Engineer, AI & Developer Productivity, Uber",
    "voice": "person",
    "organization": "Uber",
    "organizationId": "uber",
    "organizationUrl": "https://the-ai-record.com/organizations/uber",
    "aiVendor": false,
    "work": {
      "title": "Uber: Leading engineering through an agentic shift - The Pragmatic Summit",
      "type": "talk",
      "date": "2026-03-10",
      "publisher": "The Pragmatic Engineer (YouTube)",
      "locator": "24:45",
      "url": "https://www.youtube.com/watch?v=i1tZN41VKcE"
    },
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    "verification": {
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      "reviewedOn": "2026-11-04"
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    "figures": [
      {
        "metric": "tests-merged-per-month",
        "value": 5000,
        "unit": "count",
        "period": "per month, as of the talk",
        "definition": "unit tests generated by Uber's Auto Cover agent and merged around the company",
        "level": "unclear"
      },
      {
        "metric": "test-quality-vs-generic-agent",
        "value": 3,
        "unit": "x",
        "period": "as of the talk",
        "definition": "quality of Auto Cover tests relative to tests from a typical generic agent, as Smith states it ('almost a 3x rate of quality')",
        "level": "n/a"
      }
    ],
    "url": "https://the-ai-record.com/passages/uber-autocover-5-000-tests-generated-merged-per-month-3x-quality-2026",
    "json": "https://the-ai-record.com/api/v1/passages/uber-autocover-5-000-tests-generated-merged-per-month-3x-quality-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."
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}