Python Hub
Human-curated Python news, articles, projects and tools worth your time.
🌍 Follow Python Hub in your social environment
— x.com/PythonHub
— telegram.me/PythonHub
— mastodon.social/@pythonhub
— bluesky/@pythonhub.dev
🍩 Support Python Hub
— On Patreon, just $1 per month
🫱 Suggest a Link
Share a news, article or interesting project. Link will be published after manual review.
🔋 Ethical Ads
✉️ Weekly Digest Email
Subscribe to Python Hub Weekly Digest
🍹 Latest
Python Hub Weekly Digest for 2026-10-25
Quicksand
Quicksand is an async Python API for launching, controlling, snapshotting, and rolling back QEMU virtual machines to provide isolated sandboxes for AI agents without requiring Docker or root privileges.
loopinfo: let your for loop know if it is on the first or last item
Python loops do not know where they are. loopinfo adds loop.first, loop.last, loop.index, loop.count, previous, next and more.
Speculative Decoding: The Art of Guessing Well
Speculative decoding lets smaller models guess several tokens ahead while the larger model verifies them in parallel, reducing LLM inference latency without changing the final sampling distribution. From the acceptance math to Gumbel coupling, EAGLE-3, and multi-token prediction, the piece shows how increasingly sophisticated drafters make those guesses accurate enough to deliver real sp...
Building a small Django app with help from AI
This tutorial demonstrates how to build a basic Django idea-voting application using AI as an interactive assistant rather than an autonomous developer. It emphasizes using targeted prompts to generate boilerplate, explain error messages, write tests, and catch edge cases like database race conditions while keeping architectural decisions in the developer’s hands.
💖 Most Popular in the Last Two Weeks
TurboPython
A Python-to-C++ compiler. Typed Python to native binaries with no Python runtime, no GC, no GIL.
ai-agents-zero-to-hero
Learn AI agents from first principles to production. Zero mandatory dependencies, pure standard Python 3.11+, and no magic frameworks.
RuleFlow
A Python research framework and terminal-based IDE (RuleFlow Studio) for modeling, evolving, and analyzing discrete complex systems like ECA and SSS.
Python 3.15 for Data Scientists: Lazy Imports, frozendict, and Tachyon
Python 3.15 adds lazy imports, a built-in frozendict, and the Tachyon profiler. Learn how data scientists can use each, with before-and-after code.
📅 Weekly Digests Archive
2026-10-25 · 2026-10-18 · 2026-10-11 · 2026-10-04 · 2026-09-27 · 2026-09-20 · 2026-09-13 · 2026-09-06 · 2026-08-30 · 2026-08-23 · 2026-08-16 · 2026-08-09 · 2026-08-02 · 2026-07-26 · 2026-07-19 · 2026-07-12 · 2026-07-05 · 2026-06-28 · 2026-06-21 · 2026-06-14 · 2026-06-07 · 2026-05-31 · 2026-05-24 · 2026-05-17 · 2026-05-10 · 2026-05-03 · 2026-04-26 · 2026-04-19 · 2026-04-12 · 2026-04-05 · 2026-03-29 · 2026-03-22 · 2026-03-15 · 2026-03-08 · 2026-03-01 · 2026-02-22 · 2026-02-15 · 2026-02-08 · 2026-02-01 · 2026-01-25 · 2026-01-18 · 2026-01-11 · 2026-01-04 · 2025-12-28 · 2025-12-21 · 2025-12-14 · 2025-12-07 · 2025-11-30 · 2025-11-23 · 2025-11-16 · 2025-11-09 · 2025-11-02 · 2025-10-26 · 2025-10-19 · 2025-10-12 · 2025-10-05 · 2025-09-28 · 2025-09-21 · 2025-09-14 · 2025-09-07
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.