Cython has been essentially the most viable possibility for changing Python code to C, however PythoC may change that—with distinct compile-time benefits. We even have a primary have a look at Databot, a brand new LLM add-on for the Positron IDE; an opportunity to study the finer factors of debug logging in Python and Java; and a report on Django builders’ use of AI coding instruments, which seems to be on the rise. All that and extra, on this week’s report.
Prime picks for Python readers on InfoWorld
PythoC: A brand new solution to generate C code from Python
As a substitute of changing Python to C, as per Cython, PythoC makes use of Python as a code era instrument to create standalone C-style applications with highly effective compile-time options. Let’s have a look.
Databot: AI-assisted knowledge evaluation in R or Python
A brand new add-on for the Positron IDE (for creating Python and R knowledge science apps) analyzes imported knowledge, affords options for find out how to analyze it, and might even generate the wanted code for these analyses.
Extra Django builders turning to AI – report
In keeping with the State of Django 2025 report, extra Django builders are utilizing AI instruments like GitHub Copilot and Anthropic Claude to put in writing code or develop their understanding of Django.
Superior debug logging methods: A technical information
Get quick pointers for making the perfect use of debug logging in Python and Java.
Extra good reads and Python updates elsewhere
PyCharm 2025.3 is out
The newest version of JetBrains’ flagship Python IDE affords distant Jupyter notebooks, makes use of uv because the default bundle and undertaking supervisor, provides Ruff and Pyright for linting and language providers, and way more.
PyAtlas: Discover 10K common Python packages on an interactive map
Interested in what’s on the market within the galaxy of Python packages? PyAtlas is a visible instrument that clusters frequent packages collectively, letting you discover them by matter (testing, async, static evaluation, and so on.) and similarity.
Tacopy: Tail-Name optimization for Python
They mentioned it wasn’t potential to make tail-call optimizations for sooner recursive operations in Python. Effectively, this undertaking makes the not possible potential, by the use of some fiendishly intelligent AST transformation hackery.
Barely off-topic (however very helpful): The very unofficial Microsoft Obtain Heart Archive
Can’t discover a legacy obtain for Home windows, Workplace, Visible Studio, or one other Microsoft product? This totally unofficial third-party archive retains backup copies of a whole lot of service packs, redistributable runtimes, and toolkits now not maintained by the parents in Redmond.
