We have integrated two features from Git 2.54: Git history: https: www.python4data.science en latest productive git workflows clean-history.html#git...

   The testing section has been extensively revised: Test examples for cusy.tasks Added Hypothesis extensions Agile software development using test...

   Today is our last day at PyConDE ( pyconde.bsky.social). We’re looking forward to having lots more interesting conversations with you, whether there...

   Final preparations for PyConDE & PyData next week in Darmstadt. We’d love to see you there. Please feel free to arrange a meeting with us: https...

   We have analysed the attacks on the software #SupplyChain of LiteLLM and Telnyx and now recommend dependency cooldowns alongside immutable references...

   We have now significantly expanded our collection of open data and organised it by topic: https: www.python4data.science en latest data-processing...

   We are a community sponsor and would love to meet you at the conference.&##Python #DataScience&#&#[contains quote post or other embedded content]

   Since tox 4.44.0, tox.ini has been frozen. Only the toml configuration is supported for further development. We have therefore updated our tutorial...

   We are pleased that we were able to develop an idea on how to better deal with LLM agents in the future.&#&#[contains quote post or other embedded...

   We analyse the memory consumption of our applications with memray and also monitor it continuously with pytest-memray: https: python4data.science en...

   Git 2.53 provides faster insights into the repository structure with ’git repo structure’. However, to better understand this, it is helpful to be...

   The section on performance measurements and finding bottlenecks has been significantly expanded to include cProfile profiling.tracing, tprof, and...

   We have updated the documentation section with references to README, CONTRIBUTING, CHANGELOG, etc.&#https: python-basics-tutorial.readthedocs.io en...

   We have updated the FastAPI extensions. It is very surprising to us that millions of extensions are being downloaded that have not been updated for...

   We have updated the section on pytest with many exciting use cases&# on command line options&# on generating markers&# and on parameterising...

   We have updated our tutorial to data management with DVC. It also allows you to create lightweight data science and data modelling workflows and...

   We have now described how to create a configuration for Claude Code so that it uses uv reliably: https: python4data.science en latest productive envs...

   Since we have recently been asked frequently whether pandas is slow and whether we should use Polars, Dask or DuckDB instead, we have now provided an...

   We have now completely switched to pathlib: https: python-basics-tutorial.readthedocs.io en latest save-data files-directories.html&##Python

   We have now updated our packaging tutorial to include PEP 639, which enables SPDX-compliant licensing: https: python-basics-tutorial.readthedocs.io...

   We have added a section on additional JSON tools: https: www.python4data.science en latest data-processing serialisation-formats json #json...

   We have added several geopython libraries: https: www.python4data.science en latest data-processing geodata.html#geopython&##Python #Geospatial...

   We have significantly expanded the section on licences for AI systems: https: www.python4data.science en latest productive licensing.html#machine...

   The XKCD comic on reproducible scientific results fits perfectly with our tutorial &#https: www.python4data.science en latest productive index.html

   Almost more significant than the success of #Python is the growth of #Jupyter #Notebooks: Data scientists and machine learning researchers commonly...