PythonHub

Ty: A fast Python type checker and LSP https://astral.sh/blog/ty

metacode The standard language for machine-readable code comments. https://github.com/pomponchik/metacode

Quick Docker Tutorial to Run a Python Script This tutorial introduces Docker basics for running Python scripts in containers, prioritizing hands-on practice over theory. It covers Docker concepts, CLI commands, image management, bind mounts for scripts, and Dockerfile creation with dependencies like requirements.txt.? https://en.andros.dev/blog/5d4edfbf/quick-docker-tutorial-to-run-a-python-script/

Python SDK – forecasting with foundation time-series and tabular models https://github.com/S-FM/faim-python-client

Python Hub Weekly Digest for 2025-12-21 https://pythonhub.dev/digest/2025-12-21/

Django: implement HTTP basic authentication Previously, we covered bearer authentication within HTTP’s general authentication framework. In this post, we’ll implement basic authentication, where the client provides a username and password. https://adamj.eu/tech/2025/12/08/django-basic-authentication/

Sloppylint Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python codebases. https://github.com/rsionnach/sloppylint

qcrawl Fast async web crawling & scraping framework for Python. https://github.com/crawlcore/qcrawl

Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks The paper introduces a benchmark called SUSVIBES to test whether vibe-coded outputs are safe to deploy in real software projects. It finds that while many AI-generated solutions work functionally, the vast majority are insecure, raising serious concerns for production use. https://arxiv.org/pdf/2512.03262

The Lazy Loading Pattern: How to Make Python Programs Feel Instant This video provides a deep dive into the Lazy Loading pattern in Python, demonstrating how it immediately improves application responsiveness by delaying initialization until required. It teaches practical techniques for implementation, including using generators, caching, and background preloading to optimize performance, memory, and code design. https://www.youtube.com/watch?v=ENnDxEOAKKc

Syd Air-gapped cybersecurity assistant for security professionals. 100% offline AI-powered analysis tool for Nmap, Volatility, BloodHound, Metasploit, YARA, and more. Built for environments where cloud AI isn't available. https://gitlab.com/sydsec1/Syd

Top Python Libraries of 2025 (11th Edition) https://www.reddit.com/r/Python/comments/1pptnyc/top_python_libraries_of_2025_11th_edition/

ZHZisZZ / dllm dLLM: Simple Diffusion Language Modeling https://github.com/ZHZisZZ/dllm

robyn-config — CLI to scaffold production-ready Robyn apps Production-ready Robyn backend boilerplate generator with flexible project layouts, ORM support, and CLI tooling for fast project setup https://github.com/Lehsqa/robyn-config

Extracting Structured Data from Patient Intake Forms with DSPy and CocoIndex Extract clean, typed, Pydantic-validated structured data directly from PDFs https://cocoindex.io/blogs/extraction-dspy

Python Workers redux: fast cold starts, packages, and a uv-first workflow https://blog.cloudflare.com/python-workers-advancements/

Learn NLP Research: 7 Papers Implemented This video traces the evolution of neural machine translation from RNNs and LSTMs to attention mechanisms, Transformers, and multilingual models like GNMT. It includes PyTorch implementations of 7 landmark papers, mathematical explanations, and tools like Transformer Playground for hands-on learning. https://www.youtube.com/watch?v=kRv2ElPNAdY

We Got Claude to Fine-Tune an Open Source LLM We gave Claude the ability to fine-tune language models using a new tool called Hugging Face Skills. Not just write training scripts, but to actually submit jobs to cloud GPUs, monitor progress, and push finished models to the Hugging Face Hub. This tutorial shows you how it works and how to use it yourself. https://huggingface.co/blog/hf-skills-training

facebookresearch / sam3 The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model. https://github.com/facebookresearch/sam3

FunAudioLLM / CosyVoice Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability. https://github.com/FunAudioLLM/CosyVoice