{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "Coach dashboard workload prioritization",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/personal-trainer-dashboard-design",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "List actionable review reasons and resolution states",
    "Apply access filtering before ranking",
    "Test navigation and return-to-queue continuity"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "A request is resolved in another tab",
      "expectedBehavior": "The queue reflects the current state",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "An unauthorized client would rank highly",
      "expectedBehavior": "The item never enters the visible queue",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "Coach defers an item",
      "expectedBehavior": "The reason and return condition remain clear",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "A strict automated order may conflict with a coach\u2019s working context. Offer transparent filters and a deliberate defer action rather than pretending the system knows every human priority."
}