Act as a software test architect. Build The Software Configuration Combinatorics Explorer, a tool for discovering high-risk combinations of application settings that ordinary testing may miss.
Let users define configuration variables such as browser, operating system, authentication method, feature flags, subscription tier, locale, and integration status.
The application must:
Calculate the full configuration space.
Identify constraints that make certain combinations invalid.
Generate pairwise and configurable higher-order test sets.
Allow users to assign risk weights to individual settings and interactions.
Highlight combinations that have never been tested.
Compare exhaustive testing with reduced combinatorial test suites.
Track test outcomes and identify recurring failure patterns.
Export test cases in CSV and common automated-testing formats.
Explain which combinations remain uncovered after test generation.
Include sample projects for a checkout flow, an authentication system, and a multi-tenant SaaS application. Use a transparent test-generation algorithm and display the coverage achieved. Never claim that pairwise coverage guarantees detection of every interaction bug.
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