{
  "ok": true,
  "data": {
    "entry": {
      "id": "aha-checkpoints",
      "kind": "method",
      "kindLabel": "Method",
      "title": "Stop for AHA checkpoints",
      "body": "A walkthrough is not complete when the guide finishes the content. Stop at the moment where the reader's model should change and ask them to say what they see differently now.",
      "tag": "field",
      "date": "2026 · 06 · 26",
      "publishedAt": "2026-06-26",
      "note": null,
      "insight": {
        "aha": "The AHA moment is the measurable change in what the reader knows how to inspect next.",
        "tryThis": "Pause after each major concept and ask readers to name the first artifact they would inspect now.",
        "watchFor": [
          "Readers agreeing verbally without changing their review behavior",
          "Checkpoints that ask for feelings instead of observable next moves",
          "Too many concepts between reflection points"
        ]
      },
      "extended": [
        "AHA checkpoints are small but powerful. They ask readers to name the shift: from answer to evidence, from prompt to contract, from tool to action, from confidence to decision.",
        "The checkpoint should be concrete enough to grade informally. If readers cannot say what they would inspect next, the AHA moment did not land yet.",
        "This is why the notebook includes AHA text beside entries instead of hiding it in guide notes."
      ],
      "url": "https://tips.platphormnews.com/entries/aha-checkpoints"
    }
  }
}