Worked on the spryker/robotframework-suite-tests repository to address test data consistency issues in dynamic entity and API tests. Focused on aligning country IDs, indices, and expected values to eliminate data drift and reduce flaky test results. Applied multiple commits to update IDs and pagination logic, ensuring that test assertions remained stable and reliable as the dataset evolved. Utilized Robot Framework for test automation, Python for data alignment, and Git for traceability throughout the process. This work improved continuous integration reliability, provided faster feedback to developers, and clarified test expectations, ultimately enhancing the overall quality and maintainability of the test suite.