Tencent opensource AI Red Teaming platform

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

https://github.com/tencent/AI-Infra-Guard

Lians

Evidence-backed proof of done for Claude Code, Codex, Cursor, and other AI coding agents. Run real checks, bind results to current Git state, and know what is ready for human review.

https://github.com/Lians-ai/Lians

The Polars vs SQL differences nobody is talking about

This post explores important differences between Polars and SQL that can cause unexpected results when moving between the two, including row ordering, column independence, literals, null handling, and broadcasting. It explains how understanding these different mental models can help developers write safer Polars code and more reliably translate data workflows between Polars and SQL.

https://labs.quansight.org/blog/polars-vs-sql-differences

Creating PySide6 UI without .ui / Qt Designer

Build your entire GUI in pure Python code, no .ui files required.

https://www.pythonguis.com/faq/creating-pyside2-ui-without-ui-qt-designer/

Soup

Fine-tune and post-train LLMs in one command. No SSH, no config hell.

https://github.com/MakazhanAlpamys/Soup

OpenFlight

OpenFlight is an open-source golf launch monitor built around the OPS243-A Doppler radar, with an optional TI IWR6843 angle radar.

https://github.com/jewbetcha/openflight

PyAdventure — a free Python learning game built with Pygame

Learn Python across 10 worlds, each teaching one topic, ending in a boss battle. Free, Windows.

https://khalidmfy.itch.io/pyadventure

MTPLX

Run local LLMs on Apple Silicon, around twice as fast.

https://github.com/youssofal/MTPLX

Tur: Sovereign Cognition Engine for Persistent, Evolving AI Entities

An open-source state engine transforming stateless LLMs into persistent AI entities with Merkle memory and epigenetic learning.

https://github.com/erivlis/tur

Basic Memory

Plain Markdown files, semantic connections, and a knowledge graph that grows with every conversation. Open source, local-first, works with any AI.

https://basicmemory.com

neka-nat / freecad-mcp

FreeCAD MCP(Model Context Protocol) server

https://github.com/neka-nat/freecad-mcp

ShieldFont

An open-source typeface that protects written work by poisoning unauthorized AI training datasets.

https://github.com/isaqueseneda/shieldfont