To program in CPython is to use thin wrappers around C-level implemented extension types and modules. For example, all major built-in container types.
If you program in Python for performance-critical applications, as I do, then you will frequently hand-write C-level extension modules, write extension modules in Cython, use JIT tools like numba.
All of this stuff “is Python.”