# Modern Python
> In-depth Python and AI tutorials, practical insights, and a free weekly newsletter for developers who want to stay ahead.
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).

## Pages
- [About Modern Python](https://modernpython.io/about.md) - Modern Python exists to help developers stay ahead. The Python ecosystem evolves faster than ever. New language features, AI frameworks, tooling, deployment practices, and engineering workflows emerge every week. Keeping up has become a challenge even for experienced developers. Modern Python was c…
- [Contact](https://modernpython.io/contact.md) - We'd love to hear from you. Whether you have feedback, a correction, a partnership inquiry, or simply want to say hello, feel free to get in touch. General Inquiries contact@modernpython.io Sponsorships & Partnerships contact@modernpython.io Editorial Feedback and Corrections If you believe we have…
- [Editorial Principles](https://modernpython.io/editorial-principles.md) - Last Updated: June 12, 2026 Why We Exist Modern Python exists to help developers stay ahead of Python, AI, and modern software engineering. Our goal is to publish content that is really worth reading and helpful to developers. These principles guide how we research, write, publish, and operate Mode…
- [Privacy Policy](https://modernpython.io/privacy-policy.md) - Last Updated: June 12, 2026 Introduction Welcome to Modern Python ("Modern Python", "we", "us", or "our"). Modern Python is operated by ByteStation Ltd, a company registered in England and Wales. Company Number: 16361776 Contact Email: contact@modernpython.io This Privacy Policy explains how we col…
- [Terms and Conditions](https://modernpython.io/terms-and-conditions.md) - Last Updated: June 12, 2026 Introduction Welcome to Modern Python. These Terms and Conditions ("Terms") govern your access to and use of modernpython.io and any related services, content, newsletters, memberships, and features provided by Modern Python. Modern Python is operated by ByteStation Ltd,…
- [Welcome to Modern Python](https://modernpython.io/welcome.md) - Thanks for joining Modern Python. ❤️ Your subscription is confirmed. ✅ See you in your inbox every Friday. — Yang Zhou Founder, Modern Python

## Posts
- [Modern Python Weekly #7](https://modernpython.io/modern-python-weekly-7.md) - FastAPI shipped a meaningful frontend workflow upgrade, Polars kept tightening its dataframe engine, and AI vendors spent the week balancing production agents against rising security pressure.
- [Modern Python Weekly #6](https://modernpython.io/modern-python-weekly-6.md) - Python 3.15 beta hardens, Django 6.1 RC1 lands, and Kimi K3 raises the pressure on the AI model race.
- [9 Practical Kimi K3 Patterns for Python Developers](https://modernpython.io/9-practical-kimi-k3-patterns-for-python-developers.md) - How to test the new 1M-context model with structured outputs, budgets, evals, and fallbacks instead of trusting launch-day hype
- [Modern Python Weekly #5](https://modernpython.io/modern-python-weekly-5.md) - FastAPI, uv, and Ruff lead the Python tooling week while agent memory, infrastructure risk, and the US-China AI race keep heating up.
- [Modern Python Weekly #4](https://modernpython.io/modern-python-weekly-4.md) - GPT-5.6, NumPy 2.5.1, fresh agent tooling, and a sharper debate about how humans review AI-written code.
- [Modern Python Weekly #3](https://modernpython.io/modern-python-weekly-3.md) - Python spent the week on stabilization and governance while AI labs shipped new coding, science, and evaluation infrastructure.
- [Serving a Frontend with FastAPI: A Practical Guide](https://modernpython.io/serving-a-frontend-with-fastapi-a-practical-guide.md) - A practical guide to FastAPI's new app.frontend(), SPA fallback, API route priority, and a complete mini dashboard example.
- [Modern Python Weekly #2](https://modernpython.io/modern-python-weekly-2.md) - Python 3.15 stabilizes, data tools modernize, and AI agents move deeper into real developer workflows.
- [Modern Python Weekly #1](https://modernpython.io/modern-python-weekly-1.md) - This week: Python 3.14.6, PSF elections, PyCon security, Anthropic's Claude Fable 5 export restrictions, OpenAI's AI chemist, GLM-5.2, and the latest tools, projects, and articles shaping the ecosystem.
- [Python 3.15 Lazy Imports: Faster Startup Times and the Design Behind PEP 810](https://modernpython.io/python-3-15-lazy-imports-faster-startup-times-and-the-design-behind-pep-810.md) - PEP 810 improves import-time control without making every Python import lazy by default. Here's why.
- [pip Is Fighting Back: Lockfiles and Dependency Cooldowns Arrive in Version 26.1](https://modernpython.io/pip-lockfiles-dependency-cooldowns.md) - Learn how pip 26.1 adds dependency cooldowns and standardized pylock.toml lockfile support. Explore practical workflows for improving Python dependency security and reproducible installations.

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