Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.

There are numerous ways to run large language models such as DeepSeek, Claude or Meta's Llama locally on your laptop, including Ollama and Modular's Max platform. But if you want to fully control the ...

This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.

JIT compiler stack up against PyPy? We ran side-by-side benchmarks to find out, and the answers may surprise you.