Narwhals provides a lightweight and extensible compatibility layer between various DataFrame libraries: https: www.python4data.science en latest...

   We have expanded the section on mocks for testing and added spies: https: python-basics-tutorial.readthedocs.io en latest test mock index...

   1 2 Attacks on the software supply chain are increasing rapidly. We have therefore updated our guide on how to make your projects more secure,...

   Did you know that with shot-scraper video you can explain your user interface using a storyboard: https: python-basics-tutorial.readthedocs.io en...

   Software Bill of Materials (SBOMs) are commonly used to check software and its dependencies for vulnerabilities using CVE and OSV. We have described...

   Specification-Driven Development (SDD) was developed to improve the predictability and maintainability of agentic software development. In particular...

   We are switching from pre-commit to prek. Whilst prek is also faster, the decisive factors were the security-related features: pinned SHA revisions...

   We have added the errors argument to the instructions for reading and writing files, so that files with encoding issues can be read more effectively....

   We have released a new version. As well as the usual software updates, it includes agent-based code generation and securing the software supply...

   We have expanded our tutorials to include answers to the question of how coding agents can assist data scientists with programming: https: python...

   With uvâ 0.11.19, you can check dependencies in your project for known vulnerabilities: https: python-basics-tutorial.readthedocs.io en latest libs...

   Thanks to Ruff, our Python4DataScience tutorial is now much more consistent: www.python4data.science en latest &##Python&#https: www.python4data...

   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...