Cython has been probably the most viable choice for changing Python code to C, however PythoC might 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 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.
High picks for Python readers on InfoWorld
PythoC: A brand new solution 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 software to create standalone C-style packages 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 growing Python and R knowledge science apps) analyzes imported knowledge, provides strategies for learn how to analyze it, and may 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 strategies: A technical information
Get quick pointers for making the very best 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 provides distant Jupyter notebooks, makes use of uv because the default package deal and mission supervisor, provides Ruff and Pyright for linting and language companies, and rather more.
PyAtlas: Discover 10K widespread Python packages on an interactive map
Inquisitive about what’s on the market within the galaxy of Python packages? PyAtlas is a visible software that clusters widespread packages collectively, letting you discover them by matter (testing, async, static evaluation, and so forth.) and similarity.
Tacopy: Tail-Name optimization for Python
They stated it wasn’t doable to make tail-call optimizations for sooner recursive operations in Python. Properly, this mission makes the unimaginable doable, by means of some fiendishly intelligent AST transformation hackery.
Barely off-topic (however very helpful): The very unofficial Microsoft Obtain Middle 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 bunch of service packs, redistributable runtimes, and toolkits now not maintained by the oldsters in Redmond.
