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Encountering issues like 'header file not found' can disrupt coding tasks when building projects requiring C libraries, leading to unexpected detours into understanding complex build systems. The challenge of ensuring portability across different platforms arises from C's portability limitations, impacting various package managers' abilities to hide these complexities. While Python has improved its build mechanisms with tools like wheels, inherent complexities in compiling C code remain, shaping developers' struggles in ensuring portable code across diverse environments.