Voxtral

Voxtral is an open-source AI audio model developed by Mistral, designed for automatic speech recognition and understanding. It offers features like transcription, summarization, and multilingual support at a lower cost compared to proprietary models.

https://mistral.ai/news/voxtral

Python Gotcha: Logging an uncaught exception

Uncaught exceptions will crash an application. If you don't know how to log these, it can be difficult to troubleshoot such a crash. Let's walk through this gotcha and see how to fix it.

https://andrewwegner.com/python-gotcha-logging-uncaught-exception.html

How to Get Foreign Keys Horribly Wrong

Common Pitfalls and Potential Optimizations in Django.

https://hakibenita.com/django-foreign-keys

Operating Inside the Interpreted: Offensive Python

The post discusses how Python on Windows (often preinstalled via the Microsoft Store) can be used as a surprisingly effective tool for offensive security and malware operations, thanks to its rich standard library, isolated package management, and low-profile presence in corporate environments. It outlines methods such as malware delivery, offline package installation, and leveraging cty...

https://trustedsec.com/blog/operating-inside-the-interpreted-offensive-python

The Step-by-Step Guide to Python Packaging Tools 2025

A future-ready guide comparing Python packaging tools like uv, Poetry, Hatch, and PDM—perfect for modern developers and teams.

https://www.datumlabs.io/resources/the-step-by-step-guide-to-python-packaging-tools-2025?utm_source=pythonhub&utm_medium=blog&utm_campaign=blog-published

html-to-markdown

A modern, fully typed Python library for converting HTML to Markdown.

https://github.com/Goldziher/html-to-markdown

aiosqlitepool

A resilient, high-performance asynchronous connection pool layer for SQLite, designed for efficient and scalable database operations.

https://github.com/slaily/aiosqlitepool

KubeDiagrams

Generate Kubernetes architecture diagrams from Kubernetes manifest files, kustomization files, Helm charts, helmfiles, and actual cluster state

https://github.com/philippemerle/KubeDiagrams

Inheritance over composition, sometimes

Last time, we built a hybrid concurrent.futures executor using inheritance. Today, we're building it again (twice!) using composition and functions only, to figure out which way is better and why.

https://death.andgravity.com/over-composition

BrowserOS

BrowserOS is an open-source agentic web browser.

https://github.com/browseros-ai/BrowserOS

Biomni

A general-purpose biomedical AI agent.

https://github.com/snap-stanford/Biomni

pictex

A powerful Python library to create beautifully styled text images with a simple, fluent API.

https://github.com/francozanardi/pictex

Using Lean like an External SMT Solver from Python

The author demonstrates using Lean as an external SMT solver by translating proof goals into SMT queries and reconstructing the results back into valid Lean proofs. He builds a lightweight Python workflow that integrates Lean and SMT solvers seamlessly, enabling automated, proof-generating tactics within Lean.

https://www.philipzucker.com/lean_smt/

Building Autonomous Systems: A Guide to Agentic AI Workflows

A complete guide to building autonomous systems with agentic AI workflows—covering core concepts, tools, and real-world applications.

https://www.digitalocean.com/community/conceptual-articles/build-autonomous-systems-agentic-ai