{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "Startup cloud cost ownership",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/startup-cloud-cost-allocation",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "Map resources to workload environment and owner",
    "Define budget alerts with an actual response owner",
    "Review unowned and unexplained spend regularly"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "A budget alert fires",
      "expectedBehavior": "A named person has a response path",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "A shared resource serves several products",
      "expectedBehavior": "Its allocation rule is explicit",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "An experiment ends",
      "expectedBehavior": "Its retention and shutdown decisions are recorded",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "Very granular allocation can cost more effort than it returns. Begin with the largest workloads and environments, then add detail where it changes a real decision."
}