gsd:reference:verification-patterns

Quality assurance verification patterns are validated templates for unit, integration, and automated checks that standardize QA practices. They guide teams to prevent common pitfalls like prompt injection and data leakage while ensuring requirements are met and tests are defined early in development.

Run a quick validation pass by applying these verification patterns to your repository to assess compliance and identify gaps. This automates quality checks, supports manual verification, and enforces clear success criteria for new features.

Yes, you can use these verification patterns for both unit testing and integration testing. The patterns provide validated templates and automated checks that support comprehensive quality assurance across different testing levels in your software development workflow.

The best way to prevent common QA pitfalls like prompt injection and data leakage is to apply standardized verification patterns that guide teams through established automated checks. This enforces strict testing standards and ensures clear success criteria are defined.

You need to define QA checks and automated tests for new GSD features early in development to ensure requirements are met. Applying these verification patterns helps standardize quality assurance practices and quickly assess compliance across the project.