PythonHub

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

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

MicroPython on M68k Mac https://social.afront.org/@stylus/114749858767978151

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

Fast Thermodynamic Calculations in Python https://dlr-institute-of-future-fuels.github.io/gaspype/

HKUDS / AutoAgent "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework" https://github.com/HKUDS/AutoAgent

The one FastAPI boilerplate to rule them all https://www.reddit.com/r/Python/comments/1lq5ccm/the_one_fastapi_boilerplate_to_rule_them_all/

django-rls PostgreSQL Row Level Security for Django. https://github.com/kdpisda/django-rls

facebookresearch / vggt CVPR 2025 Best Paper Award VGGT: Visual Geometry Grounded Transformer https://github.com/facebookresearch/vggt

Python Hub Weekly Digest for 2025-07-06 https://pythonhub.dev/digest/2025-07-06/

Uv and Ray: Pain-Free Python Dependencies in Clusters https://www.anyscale.com/blog/uv-ray-pain-free-python-dependencies-in-clusters

awslabs / mcp AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP. https://github.com/awslabs/mcp

Surprised how fast tuples are than lists https://www.reddit.com/r/learnpython/comments/1lhj838/surprised_how_fast_tuples_are_than_lists/

IndyPy x IndyAWS Hybrid Meetup is July 22 Join IndyPy + IndyAWS July 22 at 7pm ET for cloud automation demos on GenAI and AWS governance. In-person or Zoom. Free event! https://www.meetup.com/indypy/events/305589070/

aliasrobotics / cai Cybersecurity AI (CAI), an open Bug Bounty-ready Artificial Intelligence https://github.com/aliasrobotics/cai

No dashboards. No bloat. Just one HTML file with everything you need. no config setup needed in both CI and local. https://www.reddit.com/r/madeinpython/comments/1lh0fog/no_dashboards_no_bloat_just_one_html_file_with/

willccbb / verifiers Verifiers for LLM Reinforcement Learning https://github.com/willccbb/verifiers

A Python Language Server, Mypy-compatible https://zubanls.com/

500× faster: Four different ways to speed up your code If your Python code is slow and needs to be fast, there are many different approaches you can ... https://pythonspeed.com/articles/different-ways-speed/

Selling Software made in Python? https://www.reddit.com/r/learnpython/comments/1li1lrw/selling_software_made_in_python/