Np.empty reminded me that preparation defines output quality. When memory is allocated properly, the next steps become efficient and smooth. Similarly, when we plan our time and tasks ahead, we work with clarity. Prepared space leads to more meaningful outcomes. It’s the silent step that shapes all visible results. https://docs.vultr.com/python/third-party/numpy/empty