PythonHub

"Goodwill", key member of the SoCal Python Community has passed away https://socalpython.org/in-memoriam-michael/

Airweave Airweave is a tool that lets agents semantically search any app. It's MCP compatible and seamlessly connects any app, database, or API, to transform their contents into agent-ready knowledge. https://github.com/airweave-ai/airweave

Project Verona: Fearless Concurrency for Python https://microsoft.github.io/verona/pyrona.html

What IS a Django App? This post sets the stage for a series on useful Django apps by first clarifying what a Django app is and its role within a project. It highlights the benefits of using separate apps for modularity, clarity, and reusability—for both developers and end-users. https://www.revsys.com/tidbits/what-is-a-django-app/

DeerFlow DeerFlow is a community-driven framework for deep research, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community. https://github.com/bytedance/deer-flow

Write the most clever code you possibly can The author advocates writing clever code as a form of deliberate practice to enhance programming skills. While emphasizing that such code shouldn't be committed to production, he suggests that experimenting with complex code structures can deepen understanding and prepare developers for challenging scenarios. This approach encourages pushing the boundaries of one's comfort zone to foster... https://buttondown.com/hillelwayne/archive/write-the-most-clever-code-you-possibly-can/

Xenolab A monitoring station for carnivorous flora. https://github.com/blackrabbit17/xenolab

LegoGPT This is the official repository for LegoGPT, the first approach for generating physically stable LEGO brick models from text prompts. https://avalovelace1.github.io/LegoGPT/

Codeflash Optimize your code automatically with AI. https://github.com/codeflash-ai/codeflash

A Rust API Inspired by Python, Powered by Serde https://ohadravid.github.io/posts/2025-05-serde-reflect/

Querying 10M rows in 11 seconds: Benchmarking ConnectorX, Asyncpg and Psycopg vs QuestDB https://www.reddit.com/r/Python/comments/1klke8k/querying_10m_rows_in_11_seconds_benchmarking/

Audiblez Generate audiobooks from e-books. https://github.com/santinic/audiblez

StarGuard CLI tool to detect fake-star campaigns, dependency hijacks, licence red flags, and other signals of open-source risk. Inspired by the 4.5 million fake stars study, StarGuard helps automate open-source due diligence in seconds. https://github.com/m-ahmed-elbeskeri/Starguard

Introducing Typerdrive: Develop API-Connected Typer Apps at Lightspeed Typerdrive is a Python package that extends Typer to simplify building CLI tools that interact with APIs. It offers built-in support for settings management, caching, error handling, logging, and client configuration, enabling developers to create robust, user-friendly command-line applications more efficiently. https://blog.dusktreader.dev/2025/05/13/introducing-typerdrive-develop-api-connected-typer-apps-at-lightspeed/

An Empirical Study on the Performance and Energy Usage of Compiled Python Code This study investigates how various Python compilers—such as PyPy, Numba, Nuitka, Mypyc, Codon, Cython, and Pyston-lite—affect execution time, energy consumption, and memory usage across different benchmarks. Results indicate that tools like Codon, PyPy, and Numba can achieve over 90% improvements in speed and energy efficiency compared to standard CPython. https://arxiv.org/pdf/2505.02346

Fosowl / agenticSeek Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. https://github.com/Fosowl/agenticSeek

PyRoki A Modular Toolkit for Robot Kinematic Optimization. https://github.com/chungmin99/pyroki

MicroPython v1.25.0 https://github.com/micropython/micropython/releases/tag/v1.25.0

3 Python AI Projects for Beginners - Full Tutorial This video provides a step-by-step guide on how to build three beginner-friendly Python AI projects: an AI agent, a resume critiquer, and an image classifier. The tutorial covers the necessary Python libraries and tools, including Langraph, Langchain, Streamlit, TensorFlow, and OpenCV. https://www.youtube.com/watch?v=XZdY15sHUa8

Python Simulator of David Deutsch’s "Constructor Theory of Time" https://github.com/gvelesandro/constructor-theory-simulator