{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "Developer documentation as lead generation",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/developer-documentation-lead-generation",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "Select one bounded integration task",
    "Provide prerequisites synthetic fixtures and failure behavior",
    "Connect the example to a relevant scoped service"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "A dependency version changes",
      "expectedBehavior": "The example is rechecked before being marked current",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "A reader copies sample credentials",
      "expectedBehavior": "They are clearly nonfunctional placeholders",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "A production requirement is omitted",
      "expectedBehavior": "The limitation is stated explicitly",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "Documentation creates a maintenance obligation. A narrow reliable example is preferable to a broad tutorial that becomes misleading as dependencies and platform capabilities change."
}