{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "Startup cloud credits comparison",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/startup-cloud-credits-comparison",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "Compare official eligibility and service coverage",
    "Record activation and expiry requirements with dates",
    "Model the same workload after credits end"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "Headline maximum exceeds approved amount",
      "expectedBehavior": "Budget using the actual approved balance",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "A required service is excluded",
      "expectedBehavior": "Keep its expense in the cash forecast",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "Credits expire before consumption",
      "expectedBehavior": "Unused balance is not counted as realized savings",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "Applying everywhere creates administrative work and can encourage unnecessary multi-cloud complexity. Prioritize programmes that fit the planned architecture and operating capability."
}