Python 3.15.0 的第三个发布候选版本，也就是 rc3，已于2026年10月2日发布。正式版计划在10月9日推出。 仅从 rc2 到 rc3，82位贡献者就提交了大约156项错误修复。发布管理团队也已经收紧入口：只有经过审查的错误修复，才能继续进入这个版本。 因此，从实际使用角度来说，rc3 里看到的内容，基本就是正式版的样子。 于是，新一轮热闹又开始了。每次 Python 发布，都少不 ...

搭一个 AI Agent Demo，可能一个下午就够了。但要把它真正做到可以投入生产，完全是另一回事。 一个生产级 Agent 必须稳定在线、足够安全、控制好成本，而且当它不可避免地出问题时，你还得有足够的可观测性去弄清楚到底哪里出了错。这些能力几乎都不是模型本身提供的，而是来自你围绕模型搭出来的所有东西：记忆、工具访问、模型路由、护栏、成本控制，以及当 ...

Your config files were never really JSON, as Microsoft planned it that way.

Every morning, I leave the publishing of my articles to my PC. This process is designed so that no matter how many times it ...

I leave my daily announcement posts to my PC. I only use X's official API and Python's standard features. No additional ...

A new open-source Python framework called combHIQA standardizes the preparation, validation, and combination of image quality ...

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

Build a Python tool that scores every Apex Legends weapon by TTK and ammo economy, then sorts them into an S-D tier list for ...

Jal Rakshak is Inspired by the urgent need for a proactive, localized defense network, Jal-Rakshak is an autonomous, ...

Python 3.15 is out with explicit lazy imports, UTF-8 as the default encoding, frozendict and sentinel types, the Tachyon ...

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A new open-source tool automates the search for compact, exact algebraic descriptions of cipher S-boxes, sharply reducing the ...