PythonHub

Awesome PyPI Security Best Practices A curated and practical list of security best practices for using Python packages from PyPI. https://github.com/lirantal/pypi-security-best-practices

Tracking Celery Task Failures in Python Let's explore how Celery task failures behave and how you can keep track of everything that goes wrong. https://blog.appsignal.com/2026/04/09/tracking-celery-task-failures-in-python.html

OpenSRE The open-source framework for AI SRE agents, and the training and evaluation environment they need to improve. Connect the 40+ tools you already run, define your own workflows, and investigate incidents on your own infrastructure. https://github.com/Tracer-Cloud/opensre

Why Aren’t We uv Yet? The post analyzes uv adoption stats across GitHub repos, finding it in ~30-44% of new 2026 Python projects vs. requirements.txt despite high admiration (74% in Stack Overflow survey). It pins the gap on AI coding agents still defaulting to pip + requirements.txt, and recommends forcing uv in CI, documenting it, and prompting agents explicitly. https://aleyan.com/blog/2026-why-arent-we-uv-yet/

Python Hub Weekly Digest for 2026-04-19 https://pythonhub.dev/digest/2026-04-19/

TinyProgrammer A self-contained device that autonomously writes, runs, and watches little Python programs... forever. https://github.com/cuneytozseker/TinyProgrammer

Learn Drone Programming with Python – Tutorial Learn drone programming using Python and the high-fidelity Pyimverse simulator. The course is designed to take you from the fundamentals of 3D movement to deploying advanced computer vision across five practical, real-world missions. By focusing on simulation first, you can develop intelligent autonomous code for tasks like gesture control and line following without the risk of expensive... https://www.youtube.com/watch?v=k-yDYgc8AmU

Gradient Boosting Parameters This post will walk through how you can use the same principles behind Gradient Boosting Machines (GBM) to predict parameters of models in the same way traditional GBMs predict 1-dimensional targets. This allows us to get the benefits of Gradient Boosting (large feature sets, high dimensional interactions, modeling at scale) to fit things like smoothing splines, survival analysis, and pr... https://statmills.com/2026-04-06-gradient_boosted_splines/

Django Table, Filter and Export With Htmx The article shows how to combine HTMX, django-tables2, and django-filter to build a reusable “universal table” that supports filtering and exporting in a single view without custom JavaScript. The key idea is consolidating table, filter, and export logic into one composable backend pattern, enabling cleaner views and dynamic UI updates via partial page reloads. https://fundor333.com/post/2026/django-table-filter-export-with-htmx/

WeThePeople Civic transparency platform tracking corporate influence on Congress across 8 sectors. 30+ government APIs, 1000+ tracked entities. https://github.com/Obelus-Labs-LLC/WeThePeople

mngr CLI for managing coding agents. https://github.com/imbue-ai/mngr

Docking A lightweight, feature-rich dock for Linux written in Python with GTK 3 and Cairo. https://github.com/edumucelli/docking

How to Actually use Python's heapq for Kth Largest Problems Learn how to efficiently find the Kth largest element using Python's heapq module with the Min heap of size K strategy. https://looppass.mindmeld360.com/blog/python-heapq-kth-largest/

OpenHarness OpenHarness delivers core lightweight agent infrastructure: tool-use, skills, memory, and multi-agent coordination. https://github.com/HKUDS/OpenHarness

SentrySearch Semantic search over video footage. Type what you're looking for, get a trimmed clip back. https://github.com/ssrajadh/sentrysearch

apfel Apple Intelligence from the command line. On-device LLM via FoundationModels framework. No API keys, no cloud, no dependencies. https://github.com/Arthur-Ficial/apfel

Qdrant: Perfect Vector Store For RAG in Python This tutorial demonstrates how to use Qdrant, a specialized vector search engine, to combine semantic similarity with hard metadata filtering in Python for more precise RAG applications https://www.youtube.com/watch?v=DWP_-jMTNH0

Overglade-Badges Zero power PCB hackathon badges. https://github.com/KaiPereira/Overglade-Badges

I built a civic transparency platform with FastAPI that aggregates 40+ government APIs https://www.reddit.com/r/Python/comments/1sb6vly/i_built_a_civic_transparency_platform_with/

Decentralized AI in 50 Lines of Python A peer-to-peer AI that answers your friends' messages using local data and privacy controls. https://iamtrask.github.io/2026/04/07/decentralized-ai-in-50-lines/