smartfunc

Turn docstrings into LLM-functions.

https://github.com/koaning/smartfunc

Git Branching Explained – Merging, Rebasing & More (FastAPI Example)

This video explains Git concepts such as merging, rebasing, and fast-forwarding through a practical FastAPI project example, using GitKraken to visualize and clarify these workflows. The video also compares GitFlow and trunk-based development, discussing their advantages and best use cases for managing branches and releases effectively.

https://www.youtube.com/watch?v=viAZQjs5lHk

Python GUI Builder - PyUiBuilder

A web based drag and drop GUI builder for python. Helps build GUIs in tkinter and customtk and generates the code for it

https://pyuibuilder.com

Conf42 Python 2025

A series of presentations and talks from the Conf42 Python 2025 conference.

https://www.youtube.com/playlist?list=PLIuxSyKxlQrBo176Is4wP2F6UCB0yEkWO

Use any Python AI agent framework with free GitHub Models

This post highlights how to use GitHub Models, which offers free, high-quality AI models, with popular Python AI frameworks by leveraging its OpenAI-compatible endpoints. It provides code examples for frameworks like AutoGen, LangGraph, and Llamaindex, showing how to connect them to GitHub Models using an API key and base URL.

https://blog.pamelafox.org/2025/04/how-to-use-any-python-ai-agent.html

pdf-craft

PDF craft can convert PDF files into various other formats. This project will focus on processing PDF files of scanned books.

https://github.com/oomol-lab/pdf-craft

Jupyter’s Architecture Unpacked

This video explores the inner workings of Jupyter with contributors Afshin Darian and Sylvain Corlay, diving into its architecture and execution protocols. It also discusses Jupyter's evolution from a notebook interface to a powerful framework for interactive, collaborative applications.

https://www.youtube.com/watch?v=_-zhMzwpSOQ

MineWorld

A Real-time interactive world model on Minecraft

https://github.com/microsoft/mineworld

14 Advanced Python Features

This post highlights 14 advanced Python features that go beyond basic syntax, focusing on concepts like metaprogramming, decorators, and optimization techniques. The article targets intermediate-to-advanced developers seeking to deepen their understanding of Python's powerful but less commonly used capabilities.

https://blog.edward-li.com/tech/advanced-python-features/

mcp-use

mcp-use is the easiest way to interact with mcp servers with custom agents.

https://github.com/mcp-use/mcp-use

DeepMath

A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning.

https://github.com/zwhe99/DeepMath

Chonky

Fully neural approach for text chunking.

https://github.com/mirth/chonky

GlyphX

A Better, Faster, and Simpler Python Visualization Library.

https://github.com/kjkoeller/glyphx

Django Admin Theme Roundup 2025

This post highlights customizable UI packages like Dracula, Django Daisy, and Unfold, offering dark modes, Bootstrap/TailwindCSS integrations, and enhanced features. These themes modernize the admin interface while maintaining Django's rapid prototyping core, with options ranging from simple CSS overrides to full modular dashboards.

https://www.djangoproject.com/weblog/2025/apr/18/admin-theme-roundup/

sidekick-cli

Your agentic CLI developer.

https://github.com/geekforbrains/sidekick-cli

Beyond-NanoGPT

Minimal and annotated implementations of key ideas from modern deep learning research.

https://github.com/tanishqkumar/beyond-nanogpt

ProcessThreadPoolExecutor: when I/O becomes CPU-bound

The article introduces a custom ProcessThreadPoolExecutor in Python, designed to efficiently handle workloads that are primarily I/O-bound but include CPU-intensive tasks, by combining threading and multiprocessing. This hybrid approach addresses limitations of ThreadPoolExecutor and ProcessPoolExecutor when used separately, offering improved performance and resource utilization.

https://death.andgravity.com/ptpe

A practical guide to building agents

This guide is designed for product and engineering teams exploring how to build their first agents, distilling insights from numerous customer deployments into practical and actionable best practices. It includes frameworks for identifying promising use cases, clear patterns for designing agent logic and orchestration, and best practices to ensure your agents run safely, predictably, and...

https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf

Stop Writing

Avoid writing custominitmethods in Python; use @dataclass for attribute definition and @classmethod factories for object creation. This approach ensures valid instances, simplifies testing, and supports async/error-prone operations, while maintaining type safety with NewType

https://blog.glyph.im/2025/04/stop-writing-init-methods.html