Principles of Mechanical Sympathy

Mechanical Sympathy, a concept from racing popularized by Martin Thompson, means designing software that respects underlying hardware. Key principles include predictable memory access, cache line awareness, the single-writer principle, and natural batching. Applying these can dramatically improve performance in AI servers and distributed data platforms.