HKUDS / AutoAgent

"AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"

https://github.com/HKUDS/AutoAgent

Leveraging Google Adk For Cyber Intelligence

The article details how Google Cloud's Agent Development Kit (ADK) enables the creation of autonomous, multi-agent cybersecurity systems like CyberGuardian, which coordinate specialized agents for real-time threat detection, analysis, containment, and automated recovery.

https://manta.black/leveraging-google-adk-for-cyber-intelligence.html

Switching pip to uv in a Dockerized Flask / Django App

Switching from pip to uv in Dockerized Flask or Django apps results in about a 10x faster dependency installation and introduces robust, lockfile-based dependency management, improving both speed and reliability. The process involves replacing requirements.txt with pyproject.toml, adjusting Dockerfiles to use uv commands, and configuring environment variables for efficient, reproducible ...

https://nickjanetakis.com/blog/switching-pip-to-uv-in-a-dockerized-flask-or-django-app

OctopusDash

OctopusDash is a modern, open-source Django admin dashboard designed with a beautiful UI, powerful filtering, and granular permission control — crafted for developers and teams seeking more flexibility, clarity, and extensibility beyond the default Django admin.

https://github.com/husseinnaeemsec/octopusdash

Django: Introducing inline-snapshot-django

The article introduces inline-snapshot-django, a new Django package for snapshot testing SQL queries, allowing developers to automatically capture and compare query outputs in their tests. It aims to provide a more detailed and developer-friendly alternative to Django’s assertNumQueries(), making it easier to debug and maintain test suites for database interactions.

https://adamj.eu/tech/2025/06/24/django-introducing-inline-snapshot-django/

Fun with uv and PEP 723

The article demonstrates how combining the new Python package manager uv with PEP 723 allows you to write self-contained Python scripts that declare and manage their own dependencies using inline metadata, making one-off scripting much easier and more portable. It showcases practical examples, such as running scripts with uv run and creating executable scripts that fetch YouTube transcri...

https://www.cottongeeks.com/articles/2025-06-24-fun-with-uv-and-pep-723

Kajson

Universal JSON Encoder/Decoder for Python.

https://github.com/Pipelex/kajson

rl-swarm

A fully open source framework for creating RL training swarms over the internet.

https://github.com/gensyn-ai/rl-swarm

TreeQuest

A Tree Search Library with Flexible API for LLM Inference-Time Scaling.

https://github.com/SakanaAI/treequest

Statically checking Python dicts for completeness

A Pythonic way to ensure that your statically-defined dicts are complete, with full source code.

https://lukeplant.me.uk/blog/posts/statically-checking-python-dicts-for-completeness/

genai-bench

Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serving systems.

https://github.com/sgl-project/genai-bench

Spegel

Automatically rewrites the websites into markdown optimised for viewing in the terminal.

https://github.com/simedw/spegel

Reading NFC Passport Chips in Linux

The article explains how to read all data, including biometrics, from an NFC passport chip on Linux using the pypassport tool, detailing the process of reconstructing the required MRZ (Machine Readable Zone) password from passport details and providing Python code for both MRZ generation and chip reading

https://shkspr.mobi/blog/2025/06/reading-nfc-passport-chips-in-linux/

Build a Podcast Discovery Web App in Pure Python

The video is a step-by-step tutorial on building a full-stack podcast discovery web app using only Python, leveraging the Reflex framework for both frontend and backend development. It demonstrates integrating user authentication with Clerk, database management with Postgres, and data validation with Pydantic, showing how modern Python tools can be combined to create interactive, product...

https://www.youtube.com/watch?v=9RUhp99J87c

It Seems I No Longer Use Python’s Dataclasses

The video explores whether Python’s built-in dataclasses are still useful in 2025, given the rise of tools like Pydantic, FastAPI, and SQLAlchemy, concluding that most production code now relies on specialized data structures from these libraries rather than standard dataclasses. However, the presenter still finds dataclasses valuable for rapid prototyping and domain modeling, as they of...

https://www.youtube.com/watch?v=NRIgLNzmnYY

force-push-scanner

Scan for secrets in dangling commits on GitHub using GH Archive data.

https://github.com/trufflesecurity/force-push-scanner