Python Hub Weekly Digest for 2025-12-28
This week in Python news, the Lazy Loading pattern was explored for improving Python program responsiveness. The qcrawl framework was introduced for fast async web crawling and scraping. The SUSVIBES benchmark was introduced to test the vulnerability of AI-generated code. The FastPython project aims to enhance Python's performance through practical code patterns and optimization techniques. Lastly, a Docker tutorial was provided for running Python scripts in containers. Wishing you a productive week and happy coding!
đź’– Most Popular
Top Python Libraries of 2025 (11th Edition)
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.
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.
qcrawl
Fast async web crawling & scraping framework for Python.
Deprecations via warnings don't work for Python libraries
đź“– Articles
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.
psp (Python Scaffolding Projects)
psp is a blazing fast command line utility to scaffold your Python project, written in Rust.
FastPython
This is the official GitHub repository for FastPython. FastPython is a project dedicated to improving Python’s performance through practical, drop-in code patterns and optimization techniques. The goa
ZHZisZZ / dllm
dLLM: Simple Diffusion Language Modeling
How I wrote JustHTML, a Python-based HTML5 parser, using coding agents
Extracting Structured Data from Patient Intake Forms with DSPy and CocoIndex
Extract clean, typed, Pydantic-validated structured data directly from PDFs
Python SDK – forecasting with foundation time-series and tabular models
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.?
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
Ty: A fast Python type checker and LSP
apurvsinghgautam / robin
AI-Powered Dark Web OSINT Tool
facebookresearch / sam-3d-body
The repository provides code for running inference with the SAM 3D Body Model (3DB), links for downloading the trained model checkpoints and datasets, and example notebooks that show how to use the model.
OpenBMB / VoxCPM
VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning
Python Hub Weekly Digest for 2025-12-21
⚙️ Projects
context-async-sqlalchemy
This library greatly simplifies integrating async sqlalchemy into any ASGI application. It handles engine and session lifecycle management. It provides a bunch of useful utilities to make it easy and quick for developers to write applications, but it also doesn't limit them.
State of PyTorch Hardware Acceleration 2025
A Comparative Technical Analysis: NVIDIA CUDA, AMD ROCm, Google TPU (XLA), and Apple Silicon (MPS).
Sloppylint
Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python codebases.
metacode
The standard language for machine-readable code comments.
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.
MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
pq-age
age-compatible post-quantum encryption for Python.
đź‘ľ Reddits
What's stopping us from having full static validation of Python code?
pyreqwest: An extremely fast, GIL-free, feature-rich HTTP client for Python, fully written in Rust
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.