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/

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

Exploring flexicache

An exploration of using flexicache for caching in Python.

https://daniel.feldroy.com/posts/2025-05-flexicache

kit

kit is a production-ready Python toolkit for codebase mapping, symbol extraction, code search, and building LLM-powered developer tools, agents, and workflows. Use kit to build things like code reviewers, code generators, even IDEs, all enriched with the right code context.

https://github.com/cased/kit

workflow-use

Create and run workflows (RPA 2.0).

https://github.com/browser-use/workflow-use

LangGraph Complete Course for Beginners – Complex AI Agents with Python

This video course introduces LangGraph, a Python library for building advanced conversational AI workflows using a graph-based approach. It guides viewers through designing, implementing, and managing scalable dialogue systems, covering both theoretical concepts and hands-on coding exercises.

https://www.youtube.com/watch?v=jGg_1h0qzaM

Template Strings in Python 3.14: Structured Interpolation

Python 3.14 introduces template strings (t""), which return structured Template objects instead of plain strings, enabling full inspection and control of interpolated expressions. This allows safer, customizable rendering for use cases like shell commands, HTML output, logging, and config generation—offering a powerful alternative to f-strings when you need pre-render control.

https://blog.abhimanyu-saharan.com/posts/template-strings-in-python-3-14-structured-interpolation