codesys

A Python SDK for interacting with the Claude CLI tool.

https://github.com/RVCA212/codesys

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

PyRoki

A Modular Toolkit for Robot Kinematic Optimization.

https://github.com/chungmin99/pyroki

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

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

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/

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

Audiblez

Generate audiobooks from e-books.

https://github.com/santinic/audiblez

Codeflash

Optimize your code automatically with AI.

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

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/

Xenolab

A monitoring station for carnivorous flora.

https://github.com/blackrabbit17/xenolab

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/

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

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/