Worked on enhancing test robustness for the GeoMechanicsApplication within the KratosMultiphysics/Kratos repository, focusing on improving the reliability of numerical validations for moving-load simulations. Applied numerical analysis and Python skills to enforce a stable test structure by ensuring that test outputs consistently contained three elements. Improved floating-point comparison accuracy by replacing direct assertions with numpy.allclose, and streamlined the test suite by removing a redundant helper function. These changes led to more dependable continuous integration feedback, reduced flaky test failures, and increased confidence in model behavior. The work emphasized thorough testing and maintainability using Python and unit testing best practices.