{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "SaaS technical debt prioritization",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/saas-technical-debt-prioritization",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "Connect each debt item to an observable symptom",
    "Choose a bounded intervention and acceptance task",
    "Review whether the symptom actually improves"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "A refactor has no stated outcome",
      "expectedBehavior": "Clarify the reason before prioritizing it",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "The same incident recurs",
      "expectedBehavior": "Reassess whether the intervention addressed the cause",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "A change adds migration risk",
      "expectedBehavior": "Include that risk in the decision",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "Some foundational work has benefits that are difficult to measure immediately. State the reasoning and uncertainty rather than forcing every architectural improvement into a fabricated ROI calculation."
}