{
  "apiVersion": "v1",
  "passage": {
    "id": "anthropic-tests-grew-10x-ci-jobs-25x-six-months-2026",
    "text": "the amount of tests across our codebase grew 10x and we added a nominal amount of engineers. This all led to a 25x increase in CI jobs over a six month period",
    "context": null,
    "speaker": "Sachin Malhotra",
    "speakerId": "sachin-malhotra",
    "speakerUrl": "https://the-ai-record.com/people/sachin-malhotra",
    "speakerLevel": "practitioner",
    "role": "Anthropic engineer (author)",
    "voice": "person",
    "organization": "Anthropic",
    "organizationId": "anthropic",
    "organizationUrl": "https://the-ai-record.com/organizations/anthropic",
    "aiVendor": true,
    "work": {
      "title": "Agentic coding is straining CI. Here’s how we scaled test impact analysis at Anthropic",
      "type": "post",
      "date": "2026-09-14",
      "publisher": "claude.com (Anthropic)",
      "locator": "AI is evolving CI",
      "url": "https://claude.com/resources/articles/agentic-coding-is-straining-ci-heres-how-we-scaled-test-impact-analysis-at-anthropic"
    },
    "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": "2026-11-07"
    },
    "topics": [
      "testing",
      "bottleneck-after-agents"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "ci-jobs",
        "value": 25,
        "unit": "x",
        "period": "a six month period before September 2026",
        "definition": "increase in CI jobs at Anthropic, as the author states it; the author notes not every test runs on every PR",
        "level": "unclear"
      },
      {
        "metric": "tests-in-codebase",
        "value": 10,
        "unit": "x",
        "period": "same period",
        "definition": "growth in the amount of tests across Anthropic's codebase, as the author states it",
        "level": "unclear"
      }
    ],
    "url": "https://the-ai-record.com/passages/anthropic-tests-grew-10x-ci-jobs-25x-six-months-2026",
    "json": "https://the-ai-record.com/api/v1/passages/anthropic-tests-grew-10x-ci-jobs-25x-six-months-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."
  ]
}