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Streamlines the development and maintenance of Cython projects by providing systematic workflows for building extensions and migrating legacy code to modern NumPy versions. It specializes in identifying and fixing deprecated NumPy types across implementation (.pyx) and declaration (.pxd) files, ensuring that compiled modules remain functional and performant. Whether troubleshooting compilation failures or upgrading projects for NumPy 2.0+, it offers critical insights into search strategies, recompilation patterns, and rigorous verification techniques that go beyond simple import testing to prevent runtime errors.
