{
  "apiVersion": "v1",
  "passage": {
    "id": "cisco-hardest-most-consequential-work-simulations-evals-2026",
    "text": "The hardest and most consequential work are the simulations and the evals in addition to the test pipeline. We need to test whether the rewritten software preserves the behavior customers depend on, performs under real conditions, and handles failures correctly. The agents can iterate, but passing those comprehensive evals has to be a prerequisite for deployment.",
    "context": null,
    "speaker": "Jeetu Patel",
    "speakerId": "jeetu-patel",
    "speakerUrl": "https://the-ai-record.com/people/jeetu-patel",
    "speakerLevel": "executive",
    "role": "President and Chief Product Officer",
    "voice": "person",
    "organization": "Cisco",
    "organizationId": "cisco",
    "organizationUrl": "https://the-ai-record.com/organizations/cisco",
    "aiVendor": true,
    "work": {
      "title": "Jeetu Patel's LinkedIn post about modernizing Cisco's code",
      "type": "social",
      "date": "2026-11-02",
      "publisher": "LinkedIn",
      "url": "https://www.linkedin.com/posts/jeetupatel_lot-of-discussion-on-a-fortune-article-link-activity-7523171493376090112-C67s"
    },
    "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": "2026-11-04"
    },
    "topics": [
      "autonomy-and-oversight",
      "testing",
      "migrations"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/cisco-hardest-most-consequential-work-simulations-evals-2026",
    "json": "https://the-ai-record.com/api/v1/passages/cisco-hardest-most-consequential-work-simulations-evals-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."
  ]
}