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Analyzes implementation changes via Git diffs to create structured, prioritized test plans that balance thoroughness with efficiency. By identifying the specific nature of updates—whether they involve API endpoints, UI components, database migrations, or business logic—it recommends the most appropriate testing levels (Unit, Integration, API, E2E, or Performance) while explicitly filtering out redundant test cases. This results in a streamlined testing workflow that provides high confidence in code quality without the overhead of duplicate testing efforts across different layers of the stack.
