When a Python data pipeline was timing out at 2 AM, the fix wasn't another algorithm tweak — it was calling a C function directly from Python using ctypes. This guide shows how to integrate C/C++ with Python via ctypes and cffi, call system libraries, and eliminate CPU bottlenecks without touching Cython or your build pipeline.