Risk Before Coverage
Prioritize automated checks by the uncertainty they reduce against a release objective.
Risk-based automation starts with the objective. Name the objective Ask what the business or user needs to preserve in the release. For a payroll product, a low-frequency tax calculation may outrank a high-traffic preference toggle because the consequence of failure is higher. Name the uncertainty A risk is not just a scary area. It is uncertainty about whether the objective will be achieved. The uncertainty might be integration timing, data migration, permissions, payment edge cases, or environment drift. Name the evidence The automated test is valuable when it produces evidence that changes a release decision. That evidence can be a…
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