PythonHub

An Annual Release Cycle for Django A proposal for moving Django to an annual release cycle. https://buttondown.com/carlton/archive/an-annual-release-cycle-for-django/

How often does Python allocate? https://zackoverflow.dev/writing/how-often-does-python-allocate/

How to get better at writing good Python code (structure, readability, thinking like a dev) https://www.reddit.com/r/learnpython/comments/1omtk0o/how_to_get_better_at_writing_good_python_code/

django-keel A versatile, production-ready Django project template for any use case Build SaaS applications, API backends, web apps, or internal tools with one template. https://github.com/CuriousLearner/django-keel

Approved: PEP 798: Unpacking in Comprehensions & PEP 810: Explicit lazy imports https://www.reddit.com/r/Python/comments/1ongpc9/approved_pep_798_unpacking_in_comprehensions_pep/

Chandra OCR model that handles complex tables, forms, handwriting with full layout. https://github.com/datalab-to/chandra

Zensical A modern static site generator by the creators of Material for MkDocs. https://github.com/zensical/zensical

volcengine / MineContext MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse） https://github.com/volcengine/MineContext

Valori – A Python-native Vector Database I built from scratch https://news.ycombinator.com/item?id=45864900

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

google-gemini / computer-use-preview https://github.com/google-gemini/computer-use-preview

DeepInverse A PyTorch library for solving imaging inverse problems using deep learning. https://github.com/deepinv/deepinv

amplifier Automate complex workflows by describing how you think through them. https://github.com/microsoft/amplifier

Hypothesis: Property-Based Testing for Python https://hypothesis.readthedocs.io/en/latest/

droidrun / droidrun https://github.com/droidrun/droidrun

spipm / Depixelization_poc Depix is a PoC for a technique to recover plaintext from pixelized screenshots. https://github.com/spipm/Depixelization_poc

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

Nano-vLLM A lightweight vLLM implementation built from scratch. https://github.com/GeeeekExplorer/nano-vllm

langchain-ai / deepagents https://github.com/langchain-ai/deepagents

Reliable Django Signals Using background tasks to reliability execute signal receivers. https://hakibenita.com/django-reliable-signals