The Smol Training Playbook.

A practical journey through the challenges, decisions, and messy reality behind training state-of-the-art language models

https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook#setting-up-our-ablation-framework

10 Smart Performance Hacks For Faster Python Code

Learn practical optimization hacks, from data structures to built-in modules, that boost speed, reduce overhead, and keep your Python code clean.

https://blog.jetbrains.com/pycharm/2025/11/10-smart-performance-hacks-for-faster-python-code/

usestrix / strix

✨ Open-source AI hackers for your apps 👨🏻‍💻

https://github.com/usestrix/strix

Python Tutorial: Build a Django CRM from Scratch with Google Contacts, TimescaleDB Analytics & More

The video is a comprehensive tutorial on building a Django CRM from scratch, integrating Google Contacts syncing, time-series analytics with TimescaleDB, and production-ready automation using modern Python tools. It covers everything from setting up the Django project, implementing OAuth authentication, managing database models and relationships, to visualizing analytics with Chart.js an...

https://www.youtube.com/watch?v=zNyURLG9LIs

hyperliquid-dex / hyperliquid-python-sdk

SDK for Hyperliquid API trading with Python.

https://github.com/hyperliquid-dex/hyperliquid-python-sdk

Pipelex

Pipelex is developing the open standard for repeatable AI workflows. Write business logic, not API calls.

https://github.com/Pipelex/pipelex

Reliable Django Signals

Using background tasks to reliability execute signal receivers.

https://hakibenita.com/django-reliable-signals

Nano-vLLM

A lightweight vLLM implementation built from scratch.

https://github.com/GeeeekExplorer/nano-vllm

Reduino

Write Arduino code in pure Python. Reduino transpiles Python scripts into efficient Arduino C++ and uploads automatically. A simple, intuitive way to control sensors, LEDs, and actuators without touching C++.

https://github.com/Jackhammer9/Reduino

spipm / Depixelization_poc

Depix is a PoC for a technique to recover plaintext from pixelized screenshots.

https://github.com/spipm/Depixelization_poc

amplifier

Automate complex workflows by describing how you think through them.

https://github.com/microsoft/amplifier

DeepInverse

A PyTorch library for solving imaging inverse problems using deep learning.

https://github.com/deepinv/deepinv

You’re Passing Way Too Many Arguments (and How to Fix It)

The video explains how the Context Object Pattern helps reduce repeated function arguments by grouping related data into a single object, simplifying function signatures and improving maintainability. It also discusses the trade-offs, like increased coupling, and suggests using Python protocols to keep code decoupled and testable, recommending context objects mainly for higher-level func...

https://www.youtube.com/watch?v=UG5jbLReDiM