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Interesting articles and projects for Python developers.
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Moebius
Lightweight Image Inpainting Framework with 10B-Level Performance.
Ruff + Ty vs Ruff + Pyrefly — which type checking stack makes more sense in 2026?
TimeCapsuleSMB
Hacking the Apple Time Capsule to run modern Samba.
Use AI to not use AI (as much)
Rather than using AI to solve the same problem repeatedly, the author suggests using it to build tools that solve the problem for you. A practical example demonstrates how an AI-generated Python script transformed a one-time GitHub usage analysis into a reusable workflow.
Recall
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory - entirely offline.
💖 Most Popular in the Last Two Weeks
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.
Build a fully local voice assistant in 2026
A practical setup for a Raspberry Pi-friendly voice assistant based on Platypush.
Optocam Zero
Optocam Zero is a Raspberry Pi Zero based compact digital camera made using off the shelf components.
Ruff + Ty vs Ruff + Pyrefly — which type checking stack makes more sense in 2026?
Use AI to not use AI (as much)
Rather than using AI to solve the same problem repeatedly, the author suggests using it to build tools that solve the problem for you. A practical example demonstrates how an AI-generated Python script transformed a one-time GitHub usage analysis into a reusable workflow.
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