Custom Dictionary Types in Pydantic

A quick primer on leveraging custom root types for this task.

https://bryananthonio.com/blog/pydantic-custom-dictionary-types/

The New Python 3.13 Is FINALLY Here!

Python 3.13 is here with exciting updates! Dive into the key new features, including the game-changing option to disable the Global Interpreter Lock (GIL).

https://www.youtube.com/watch?v=eUDGlxu_-ic

Pyloid

Pyloid is the Python backend version of Electron and Tauri, providing an open-source project that allows you to easily utilize various Python integration features. With Pyloid, developing desktop applications becomes simple, enabling you to effortlessly build apps by integrating Python's powerful capabilities.

https://github.com/pyloid/pyloid

ditto

The simplest self-building coding agent.

https://github.com/yoheinakajima/ditto

Parsera

Lightweight library for scraping web-sites with LLMs.

https://github.com/raznem/parsera

The Uncertain Art of Accelerating ML Models

This podcast episode features Sylvain Gugger, a machine learning engineer at Jane Street, discussing techniques for accelerating ML models. The conversation covers topics like learning rate schedules, performance optimization in PyTorch, GPU utilization, and the unique challenges of applying ML in trading environments.

https://signalsandthreads.com/the-uncertain-art-of-accelerating-ml-models/

Writing a Home Assistant Core Integration: Part 1

The article details the development of pytouchlinesl, a Python library for interacting with Roth Touchline SL underfloor heating systems. It covers the design process, API implementation, testing strategies, CI/CD setup, and publishing to PyPI, highlighting the use of modern Python tools like uv, pydantic, and ruff.

https://jnsgr.uk/2024/09/pytouchlinesl/

A hand-holding guide to writing FUSE-based filesystems in Python

This video tutorial provides a step-by-step guide to writing FUSE-based filesystems in Python. It starts with a simple example and gradually adds more features, making it suitable for beginners.

https://www.youtube.com/watch?v=VuKK0bEkSdo

JameSQL

An in-memory NoSQL database implemented in Python.

https://github.com/capjamesg/jamesql

TEN-Agent

TEN Agent is the world’s first real-time multimodal agent integrated with the OpenAI Realtime API, RTC, and features weather checks, web search, vision, and RAG capabilities.

https://github.com/TEN-framework/TEN-Agent

Swarm

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

https://github.com/openai/swarm

Can You Get Root With Only a Cigarette Lighter?

The article describes how to gain root access on a Linux system using only a cigarette lighter through electromagnetic fault injection (EMFI) attacks on DRAM. The author demonstrates how precisely timed electromagnetic pulses can flip bits in memory, allowing an attacker to modify critical system data and escalate privileges without traditional software vulnerabilities.

https://www.da.vidbuchanan.co.uk/blog/dram-emfi.html

Deploying (Multiple) Django Apps to a Single Server with Kamal 2

Cory Zue describes migrating two Django apps to a shared Hetzner VPS using Kamal 2, detailing the process of setting up a production Dockerfile, creating a Kamal deploy configuration, and addressing challenges with health checks and Django's security settings. The article highlights the ease of deploying multiple apps on a single server with Kamal 2, resulting in cost savings and improve...

https://www.coryzue.com/writing/kamal-django/

Build your first Web App with Cursor AI, Python, Virtual Machines, and Neon Postgres

Learn how to create a modern web application using Cursor AI, which allows developers to build robust applications by converting English instructions into code. The course covers a wide range of topics, including full-stack web development, integrating with GitHub, building a Python and Django web app, and deploying a production-ready server, all achievable in about 5 hours and at minima...

https://www.youtube.com/watch?v=ESrWYoXZc8s

9 Levels of Asynchronous Programming in Python

In this article, I’ll take you step-by-step through 9 levels from the basics to advanced concurrency techniques. Whether you’re new to async or looking to sharpen your skills, this guide will provide

https://medium.com/techtofreedom/9-levels-of-asynchronous-programming-in-python-3755f80403c9

Chunkr

Vision model based PDF chunking.

https://github.com/lumina-ai-inc/chunkr