GNX (pronounced jeenks) is a Modern C++ library for rapid-prototyping of all sorts of biosequence analysis. Built on C++20 features — e.g. Concepts and Ranges — GNX is designed for zero-copy operations, SIMD/parallel accelerations, and seamless portability between OpenMP, CUDA, and ROCm backends.