pip 25.3

The pip 25.3 release is the final major pip update of 2025, featuring the removal of non-PEP 517 package build support and non-PEP 660 editable installs, meaning pip no longer calls legacy setup.py commands. It adds the new --build-constraint option for specifying build-time constraints separately, improves caching and metadata handling, supports editable requirements as Direct URLs, and...

https://discuss.python.org/t/announcement-pip-25-3-release/104550

Kanchi

A realtime celery task monitoring and management system.

https://github.com/getkanchi/kanchi

EuroPython 2025 Videos

Here are all the videos for the conference, brought to you by the EuroPython 2025 Team and the EuroPython Society.

https://www.youtube.com/playlist?list=PL8uoeex94UhFQY9cYBQOVkj9fSHMHf5x9

Helion: A High-Level DSL for Performant and Portable ML Kernels

Helion is a Python-embedded high-level DSL that compiles to optimized Triton kernels, blending the simplicity of PyTorch syntax with powerful autotuning to deliver high-performance, portable machine learning kernels across hardware architectures. It automates complex tasks like tensor indexing, memory management, and hardware-specific tuning, enabling developers to write efficient kernel...

https://pytorch.org/blog/helion/

The Best Way to Share Code Between Python Apps

The video explains how to use UV workspaces to manage multiple Python applications with shared code and dependencies in a single repository. It demonstrates structuring a project with CLI and FastAPI apps, extracting shared logic into internal packages, and managing dependencies efficiently to avoid duplication and conflicting environments. The approach simplifies development and scaling...

https://www.youtube.com/watch?v=N_ypJwV8Q8I

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