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Cython has been probably the most viable choice for changing Python code to C, however PythoC could change that—with distinct compile-time benefits. We even have a primary take a look at Databot, a brand new LLM add-on for the Positron IDE; an opportunity to study the finer points of debug logging in Python and Java; and a report on Django developers’ use of AI coding tools, which seems to be on the rise. All that and extra, on this week’s report.
High picks for Python readers on InfoWorld
PythoC: A new way to generate C code from Python
As an alternative 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 data analysis in R or Python
A brand new add-on for the Positron IDE (for creating Python and R knowledge science apps) analyzes imported knowledge, gives ideas for tips on how to analyze it, and might even generate the wanted code for these analyses.
More Django developers turning to AI – report
Based on the State of Django 2025 report, extra Django builders are utilizing AI instruments like GitHub Copilot and Anthropic Claude to jot down code or increase their understanding of Django.
Advanced debug logging techniques: A technical guide
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 gives distant Jupyter notebooks, makes use of uv because the default package deal and challenge supervisor, provides Ruff and Pyright for linting and language companies, and rather more.
PyAtlas: Explore 10K popular Python packages on an interactive map
Interested by what’s on the market within the galaxy of Python packages? PyAtlas is a visible instrument that clusters widespread packages collectively, letting you discover them by subject (testing, async, static evaluation, and so on.) and similarity.
Tacopy: Tail-Call optimization for Python
They stated it wasn’t potential to make tail-call optimizations for quicker recursive operations in Python. Nicely, this challenge 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 Download Center Archive
Can’t discover a legacy obtain for Home windows, Workplace, Visible Studio, or one other Microsoft product? This solely unofficial third-party archive retains backup copies of lots of of service packs, redistributable runtimes, and toolkits now not maintained by the parents in Redmond.
