Mastodawn

#TIL that there is also a pre-commit check for uv audit: https://www.python4data.science/en/latest/productive/security.html#codecell3
#Python #CVE #Vulnerability #Git #ITSecurity #SupplyChain

Security

In previous chapters, we have already provided some tips designed to help ensure safer operation. Here, we would like to summarise and expand on the individual elements once again. We will be using...

Python for Data Science

Python for Data Science 21h ago

Veit Schiele 2d ago

Guardrails enable you to defend against prompt injection or jailbreak attacks by your coding agents. In our tutorial on agentic software engineering, we provide an overview of the options available to you for this purpose: https://agentic-software-engineering.readthedocs.io/en/latest/security/guardrails.html
#PromptInjection #Jailbreak #AI #Agentic #Coding #ITSecurity

Guardrails

The term AI guardrails first appeared in 2023, when ChatGPT launched its consumer service. The initial versions contained numerous security and privacy vulnerabilities, which ultimately prompted ma...

Agentic Software Development

Python for Data Science 2d ago

Veit Schiele 3d ago

We have added a section on @tiangolo’s Library Skills to our agent-based software engineering tutorial: https://agentic-software-engineering.readthedocs.io/en/latest/shared-instructions/skill/index.html#library-skills
#AI #Agentic #Coding #Skills #Python

Skills

As coding agents evolve from simple chat interfaces towards autonomous task execution, context engineering has become a critical challenge. Agent Skills provide an open standard for modularising co...

Agentic Software Development

Python for Data Science Jun 11

We have expanded our tutorials to include answers to the question of how coding agents can assist data scientists with programming:
• https://python-basics-tutorial.readthedocs.io/en/latest/libs/install.html#uv
• https://github.com/veit/python-basics-tutorial/commit/703db75025b4418e9753710fb34af15f5c1e1e04
#Python #DataScience #CodingAgents #Claude #Cursor

Python for Data Science Jun 10

With uv≥0.11.19, you can check dependencies in your project for known vulnerabilities:
• https://python-basics-tutorial.readthedocs.io/en/latest/libs/install.html#uv-audit
• https://www.python4data.science/en/latest/productive/security.html#check-vulnerabilities
#Python #uv #Vulnerability #ITSecurity

Adding more Python libraries

Although Python’ „Batteries included“ philosophy means that you can already do a lot with the default installation of Python, there will inevitably come a situation where you need functionality tha...

Python Basics

Python for Data Science Jun 2

Veit Schiele Jun 1

If uv is not available in a Python environment, you can still specify the versions using pylock.toml. We have described how to do this here: https://python-basics-tutorial.readthedocs.io/en/latest/libs/install.html#of-packages
#Python #DevSecOps #ITSecurity

Adding more Python libraries

Python Basics

Python for Data Science May 22

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

Python for Data Science

This is a tutorial on Data Science with Python. This immediately raises the question: What is Data Science? The term has become ubiquitous, but there is no single definition. Some even consider the...

Python for Data Science

Python for Data Science May 7

Veit Schiele May 7

Yesterday, the article by Frank (@hofmannedv) and me on open licences for documents, images, audio, video, fonts and hardware was published in @linuxmagazine: https://www.linux-magazine.com/Issues/2026/307/Non-Software-Licenses
#OpenSource #OpenHardware

Keep It Free » Linux Magazine

Linux users associate open source licenses with software, but a bevy of licenses are available for documents, images, audio/video, fonts, and hardw...

Linux Magazine

Python for Data Science Apr 24

We have integrated two features from Git 2.54:
• Git history: https://www.python4data.science/en/latest/productive/git/workflows/clean-history.html#git-history
• Configuration-based Git hooks: https://www.python4data.science/en/latest/productive/git/advanced/hooks/#configuration-based-hooks
#Git

Rewriting history

There are several commands in Git for rewriting history. git rebase -i is the best known and most flexible: you can reorder, merge, edit and remove commits. However, this flexibility comes with a d...

Python for Data Science

Python for Data Science Apr 23

The testing section has been extensively revised:
• Test examples for cusy.tasks
• Added Hypothesis extensions
• Agile software development using test-driven development and behaviour-driven development
https://python-basics-tutorial.readthedocs.io/en/latest/test/
#Python #pytest #Agile #TDD #BDD

Testing

Basically, a distinction is made between static and dynamic test procedures. Static test procedures, are used to check the source code, although this is not executed. They are divided into- reviews...

Python Basics

docs	https://python4datascience.readthedocs.io/en/latest/
source	https://github.com/veit/Python4DataScience