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Product · github.com · Saturday, 11 July 2026

Hana JIT speeds Python loops 10–100× using LLVM without type hints

Hana JIT compiles ordinary Python functions to native code via LLVM, delivering 10‑100× speedups on numeric loops and matching Numba on supported workloads—all without type annotations or DSL changes. It falls back to CPython when code can’t be compiled, keeping existing programs safe.

Read the source: github.com ↗In the 11 July issue →