How to Code with AI in 2025 (For Non-Coders)

The video demonstrates how beginners can use AI to code in Python, covering setup and three projects: data scraping, bulk image editing, and creating a data dashboard.

https://www.youtube.com/watch?v=zSlkAO9jB8I

nautechsystems / nautilus_trader

A high-performance algorithmic trading platform and event-driven backtester

https://github.com/nautechsystems/nautilus_trader

uv-migrator

A tool for migrating to the Python uv project.

https://github.com/stvnksslr/uv-migrator

Dyana

A sandbox environment designed for loading, running and profiling a wide range of files, including machine learning models, ELFs, Pickle, Javascript and more.

https://github.com/dreadnode/dyana

Django vs. FastAPI, An Honest Comparison

The post provides an in-depth comparison of Django and FastAPI, highlighting their distinct approaches. Django excels as an all-inclusive, beginner-friendly framework with robust tools and structure, while FastAPI offers modern features, flexibility, and better async support, catering to experienced developers seeking full control. The choice depends on project requirements and desired d...

https://www.david-dahan.com/blog/comparing-fastapi-and-django

Caching with Redis and Django!

In this video, we'll learn about caching and how to setup and use Redis in a Django application. We'll touch upon invalidation strategies with Django signals, and the pros/cons of caching.

https://www.youtube.com/watch?v=5W2Yff00H8s

OpenBMB / MiniCPM-o

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone

https://github.com/OpenBMB/MiniCPM-o

The “Active Enum” Pattern

Enums are objects, why not give them attributes?

https://blog.glyph.im/2025/01/active-enum.html

Catching memory leaks with your test suite

If you have a good test suite, you may be able use pytest fixtures to identify memory and other resource leaks.

https://pythonspeed.com/articles/identifying-resource-leaks-with-pytest/

Genesis-Embodied-AI / Genesis

A generative world for general-purpose robotics & embodied AI learning.

https://github.com/Genesis-Embodied-AI/Genesis

TangoFlux

Super Fast and Faithful Text to Audio Generation with Flow Matching.

https://tangoflux.github.io

Leviathan

A lightning-fast Zig-powered event loop for Python's asyncio.

https://github.com/kython28/leviathan

KenobiDB

KenobiDB is a document-based data store abstraction built on Python’s sqlite3, offering a simple and efficient way to manage JSON-like data.

https://patx.github.io/kenobi/

stable-codec

A family of state-of-the-art Transformer-based audio codecs for low-bitrate high-quality audio coding.

https://github.com/Stability-AI/stable-codec

Agent Recipes

Explore common agent recipes with ready to copy code to improve your LLM applications.

https://www.agentrecipes.com/

Coconut

Training Large Language Model to Reason in a Continuous Latent Space.

https://github.com/facebookresearch/coconut

self-adaptive-llms

A Self-adaptation Framework that adapts LLMs for unseen tasks in real-time!

https://github.com/SakanaAI/self-adaptive-llms

Embedding Python in Rust (for tests)

The article discusses embedding Python in Rust for testing purposes, using PyO3 to create a test runner that executes Python tests and exposes Rust functions to Python code. It covers building Python from source, setting up a Rust project with PyO3, running Python code within Rust, and demonstrates how to create complex interfaces between Rust and Python, including handling dynamic types.

https://www.enterprisedb.com/blog/embedding-python-rust-tests