PyApp seems to be taking the Python world by storm, providing long-awaited click-and-run Python distribution. For developers who need a little more versatility, there’s uv. Find these tools and more ...

Ruby and Python's standard implementations make use of a Global Interpreter Lock. Justin James explains the major advantages and downsides of the GIL mechanism. Multithreading and parallel ...

Python vs Java If you’re a Python dev who can’t wait until 2026 for strong typing and multicore threading support, there are other options. One of Python’s strengths is its ability to invoke code ...

There’s more than one way to thread (or not to thread) a Python program. We point you to several threading resources, a fast new static type checker from Astral, a monkey patch for Pandas that ...

Conveniently, Python scaling issues for multi-core and many-core processors as well as distributed cluster and cloud computing environments have been addressed in many packages. Under the cover ...