Python Hub
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Python Hub
@pythonhub.dev
Human-curated Python news, projects, articles & tools.

https://pythonhub.dev
Python Hub Weekly Digest for 2026-11-08

https://pythonhub.dev/digest/2026-11-08/
November 8, 2026 at 12:15 PM
SQLBuild

SQL transformation framework with custom compile-time checks, end-to-end testing and safe renames that keep your table history.

https://github.com/chio-labs/sqlbuild
November 2, 2026 at 4:15 PM
Python Hub Weekly Digest for 2026-11-01

https://pythonhub.dev/digest/2026-11-01/
November 2, 2026 at 10:15 AM
Introducing TorchTPU

TorchTPU is an open source collaboration between Google and Meta that introduces a native and principled PyTorch backend for Google TPUs. It enables seamless out-of-the-box model execution and TPU migration while delivering indus…

https://pytorch.org/blog/introducing-torchtpu/
November 2, 2026 at 4:15 AM
Introducing TorchNeuron: Native PyTorch backend for AWS Trainium

PyTorch and AWS introduce TorchNeuron, an open-source backend that lets developers run PyTorch models natively on AWS Trainium2 and Trainium3 …

https://pytorch.org/blog/introducing-torchneuron-native-pytorch-backend-for-aws-trainium/
November 1, 2026 at 10:15 PM
Decoding base64 in Python at 10 gigabytes per second

Daniel Lemire introduces fastpybase64, a Python library built on SIMD-accelerated simdutf that provides a drop-in alternative to Python's standard base64 mo…

https://lemire.me/blog/2026/10/17/decoding-base64-in-python-at-10-gigabytes-per-second/
November 1, 2026 at 4:15 PM
django-lifecycle - hooks for Django models (Signals alternative)

Learn how to usedjango-lifecycleas an alternative to Django signals, with declarative hooks that run when models are created, updated, deleted, or saved. The package also supports conditio…

https://www.youtube.com/watch?v=sNdopNFOEB8
November 1, 2026 at 10:15 AM
lightseekorg / tokenspeed

TokenSpeed is a speed-of-light LLM inference engine.

https://github.com/lightseekorg/tokenspeed
November 1, 2026 at 4:15 AM
How to Run Turing-Complete Malware in PyTorch's Backward Pass

Elon Litman demonstrates how a malicious PyTorch loss function can report a value of zero while secretly manipulating model weights through the…

https://elonlit.com/scrivings/how-to-run-turing-complete-malware-in-pytorchs-backward-pass/
October 31, 2026 at 10:15 PM
TutorLoom

TutorLoom is an open-source, self-hosted learning management system built with Django, React, and Flutter, featuring course management, quizzes, grading, progress tracking, and multi-tenant support.

https://github.com/pacewisdomhq/TutorLoom
October 31, 2026 at 4:15 PM
llm-d

State of the art inference performance with modern accelerators on Kubernetes

https://github.com/llm-d/llm-d
October 31, 2026 at 10:15 AM
Symbolic Learning in Python and Julia

https://github.com/astroautomata/PySR
October 31, 2026 at 4:15 AM
Bringing uv and ty together

Astral introduces experimental integration between uv and ty, enabling dependency-aware type checking for Python scripts with PEP 723 inline metadata and a new uv check command that automatically prepares project environments an…

https://astral.sh/blog/uv-ty-integration
October 30, 2026 at 10:15 PM
Build an AI That Turns Your Voice Into Images, Video and Audio (Python)

This video demonstrates how to build a Python AI agent that automates the entire video creation pipeline, including speech-to-text, scriptwriting, image generation, voice synthesis,…

https://www.youtube.com/watch?v=aypkvuGFq5Y
October 30, 2026 at 6:15 PM
Python's experimental JIT to be removed

https://lwn.net/SubscriberLink/1102102/0c00e4d550f25f8c/
October 30, 2026 at 2:15 PM
apache iceberg beneath the surface

A video tutorial on how Apache Iceberg's manifests, snapshots, and catalog turn a folder of Parquet files into a table with ACID transactions, hidden partitioning, time travel, and schema evolution. Tutorial uses the d…

https://www.youtube.com/watch?v=9Fz5noobWcE
October 30, 2026 at 10:15 AM
Comprehensive Tutorial on Django ORM, Migrations and makemigrations

Learn how Django's ORM and migration system work by building a coffee and tea store, covering model relationships, database queries, and the differences between makemigrations and m…

https://my-space.io/blog/django-orm-migrations/
October 30, 2026 at 6:15 AM
Write Python, Run native, All in Python.

PCC compiles Python and C source into native programs. This compiler and runtime aims to preserve Python's syntax and behavior without libpython, with self-hosting。

https://github.com/allstoalls/pcc
October 30, 2026 at 2:15 AM
Python's binary wheels and supply chain attacks

Artem Golubin highlights a supply chain security risk in Python's packaging ecosystem: binary wheels uploaded to PyPI can contain malicious code that differs from their accompanying source distributions…

https://rushter.com/blog/python-binary-wheels/
October 29, 2026 at 10:15 PM
Django: check version support with norwegianblue

Adam Johnson demonstrates how to use norwegianblue, a command-line tool powered by endoflife.date, to check release cycles and support deadlines for Django, Python, PostgreSQL, and other softwa…

https://adamj.eu/tech/2026/10/16/django-norwegianblue/
October 29, 2026 at 6:15 PM
Popular Python Features You Probably Shouldn’t Use

Explore seven powerful Python features, including properties, dataclasses, caching, decorators, async, pattern matching, and slots, that can make code harder to understand and maintain when misused. Lea…

https://www.youtube.com/watch?v=RHCyTWaRZSk
October 29, 2026 at 2:15 PM
vlmhub

A lightweight, config-driven framework for unified vision-language model inference across local and cloud backends, built on LiteLLM and Transformers.

https://github.com/dbiswas55/vlmhub
October 29, 2026 at 10:15 AM
How to improve technical SEO on a Django website

Learn how to improve technical SEO in Django applications by implementing canonical URLs, XML sitemaps, robots.txt, structured data, and proper redirects. The guide includes practical Django c…

https://codewithstein.com/improve-technical-seo-django/
October 29, 2026 at 6:15 AM
DeepInfer

DeepInfer is the high-performance inference framework that powers DeepSeek's large-scale production services.

https://github.com/deepseek-ai/DeepInfer
October 29, 2026 at 3:15 AM
How to Build a Decision Model Like Jev

Learn how to build AI decision models that return calibrated probabilities for classification, scoring, and routing tasks without generating text, using Hugging Face Transformers and th…

https://www.fratepietro.com/2026/how-to-build-a-decision-model-like-jev/
October 29, 2026 at 12:15 AM