Compiling Black with mypyc (via) Richard Si is a Black contributor who recently obtained a 2x performance boost by compiling Black using the mypyc tool from the mypy project, which uses Python type annotations to generate a compiled C version of the Python logic. He wrote up this fantastic three-part series describing in detail how he achieved this, including plenty of tips on Python profiling and clever optimization tricks.
Recent articles
- Adding dynamic features to an aggressively cached website - 28th January 2026
- ChatGPT Containers can now run bash, pip/npm install packages, and download files - 26th January 2026
- Wilson Lin on FastRender: a browser built by thousands of parallel agents - 23rd January 2026