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This document describes techniques for reducing C++ template instantiation overhead in the Composable Kernel codebase, including: - Replacing recursive templates with pack expansion (O(N) → O(1) depth) - Using named functors instead of lambdas to share instantiations - Replacing template recursion with constexpr loops - Using fold expressions for accumulation operations These techniques can significantly reduce build times for template-heavy code.