{
  "apiVersion": "v1",
  "passage": {
    "id": "tessl-save-time-writing-context-spend-time-writing-evals-2026",
    "text": "once you thought you were going to save time by writing actually your context instead of all your code, but if you take this rigorously, you're going to spend time … writing the right evals. And that's kind of like a lot of work … because now you don't only have one prompt that you're trying to get right, it's like all the prompts of the evals.",
    "context": "Debois answers an audience question after the talk, about the effort that testing context takes.",
    "speaker": "Patrick Debois",
    "speakerId": "patrick-debois",
    "speakerUrl": "https://the-ai-record.com/people/patrick-debois",
    "speakerLevel": "practitioner",
    "role": "Product DevRel Lead",
    "voice": "person",
    "organization": "Tessl",
    "organizationId": "tessl",
    "organizationUrl": "https://the-ai-record.com/organizations/tessl",
    "aiVendor": true,
    "work": {
      "title": "Context Is the New Code",
      "type": "talk",
      "date": "2026-05-03",
      "publisher": "AI Engineer (YouTube)",
      "locator": "26:07",
      "url": "https://www.youtube.com/watch?v=bSG9wUYaHWU"
    },
    "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": [
      "testing",
      "developer-productivity",
      "ai-evals"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/tessl-save-time-writing-context-spend-time-writing-evals-2026",
    "json": "https://the-ai-record.com/api/v1/passages/tessl-save-time-writing-context-spend-time-writing-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."
  ]
}