qa-strategy-architect

A risk-based QA strategy converts business and technical risks into a layer-based test plan, mapping each identified failure to the cheapest reliable test layer such as unit, integration, contract, E2E, or manual coverage.

Rebalancing E2E-heavy CI involves ranking risks explicitly, moving most checks to cheaper layers like unit and integration, and retaining only critical browser journeys in E2E to reduce execution cost while maintaining release evidence.

Setting CI gates requires defining which checks must pass before merge or release, specifying required artifacts, determining where checks run in the pipeline, and assigning ownership for each testing layer.

You need to map risks to test layers when testing is ad hoc, release gates are unclear, or coverage is too expensive because the team lacks a shared rule for assigning risks to unit, integration, contract, E2E, or manual checks.

A risk inventory should prioritize failures that matter most, including data integrity, auth and session breakage, tenant isolation, money errors, and critical journey regressions before assigning them to test layers.

Yes, manual QA coverage is included as a valid testing layer, selected when it represents the cheapest reliable option for specific risks that cannot be effectively automated through unit, integration, contract, or E2E checks.