PythonHub

Are we happy with SQLAlchemy? https://www.reddit.com/r/Python/comments/1u63t90/are_we_happy_with_sqlalchemy/

free-llm-api-keys The easiest way to access LLM APIs for free - no credit card, no registration. Copy a key from the table below, paste it into your app, and start building. https://github.com/alistaitsacle/free-llm-api-keys

SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. https://github.com/NVIDIA/SkillSpector

Symbolica Symbolica is a high-performance computer algebra library for Python and Rust. Manipulate large expressions, match patterns, and generate optimized numerical code — at unprecedented speed. https://github.com/symbolica-dev/symbolica

pyappdist – Build installers for Python apps https://github.com/atsuoishimoto/pyappdist

GitHub Pages alternative with native Python This article shows how to recreate core GitHub Pages functionality using only Python's standard library, including static file serving, automated deployments, and HTTPS support. By extending http.server in just a few dozen lines of code, it demonstrates how native Python tools can power a lightweight static website hosting platform. https://blog.klemek.fr/articles/2026-06-14/

Testing in Python with pytest: from the basics to advanced techniques This comprehensive guide covers pytest from basic testing concepts to advanced techniques such as fixtures, parametrization, mocking, and asynchronous testing. It provides practical patterns for building maintainable, scalable Python test suites and leveraging pytest effectively in production environments. https://en.andros.dev/blog/b6bf68de/testing-in-python-with-pytest-from-the-basics-to-advanced-techniques/

NVlabs / Sana SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer https://github.com/NVlabs/Sana

OpenMontage World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. https://github.com/calesthio/OpenMontage

django-q2 with Redis & Docker - for Background Tasks! In this video, we'll look at how to setup django-q2 using a Redis task broker running in a Docker container. This gives a more efficient and production-ready setup than using the ORM. https://www.youtube.com/watch?v=wjSFMK_IZS8

OpenMed Local-first healthcare AI that never leaves the device. https://github.com/maziyarpanahi/openmed

The 2026 way of using importmaps in Django The post explains a modern Django approach to JavaScript using import maps, native browser modules, and a shared import map rendered by Django templates. It argues that import maps can eliminate the need for bundlers in many applications while still supporting cache-busted static assets and reusable third-party app JavaScript. https://406.ch/writing/the-2026-way-of-using-importmaps-in-django/#the-2026-way-of-using-importmaps-in-django

obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern. https://github.com/Ar9av/obsidian-wiki

Nested Loops Aren’t the Problem. This Is. This video explains why nested loops are often a design problem rather than an algorithmic necessity, typically resulting from poor data structures or misplaced responsibilities. Using a real-world refactoring example, it shows how restructuring code can reduce complexity and improve maintainability. https://www.youtube.com/watch?v=095HrcWwHLI

Python is harder than R https://www.reddit.com/r/learnpython/comments/1u3e1dz/python_is_harder_than_r/

Jupyter Enterprise Gateway: From Notebook to Kubernetes Cluster Admin Security researchers at elttam uncovered three critical vulnerabilities in Jupyter Enterprise Gateway that allow notebook users to escalate privileges and potentially take over an entire Kubernetes cluster. The post walks through the attack chain from a Jupyter notebook to cluster-wide compromise, highlighting the risks of running multi-tenant notebook infrastructure without strong isola... https://www.elttam.com/blog/jupyter-enterprise-gateway

Pyodide 314.0: Python packages can now publish WebAssembly wheels to PyPI https://blog.pyodide.org/posts/314-release/

whichllm Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly. https://github.com/Andyyyy64/whichllm

How and why to run modified Python code using the ast module Learn how to use Python's ast module to parse, transform, and execute code at runtime, using eval-type-backport as a real-world Python metaprogramming example. https://pydantic.dev/articles/eval-type-backport

Python Pro Hub – Python Error Fixes, Data Science & AI Tutorials Fix Python errors fast. Tutorials covering data science, AI projects, Flask, Django, and automation for all skill levels. https://pythonprohub.com/