大模型正在变得越来越聪明。推理能力持续提升，上下文窗口不断拉长，Agent 也开始进入代码研发、数据分析和企业生产流程。但当 AI 从工具变成智能体，一个更深层的问题开始浮现：同一个越来越聪明的通用模型，如何真正形成属于不同个人、项目和组织的长期能力 ...

随着Python 3.15发布，Windows on Arm平台的Python开发环境进一步成熟：在Arm设备上使用Python安装管理器26.4安装3.15时，默认会选择原生ARM64解释器，而不是x64版本。Python 3.15于10月9日正式发布；微软称，Windows on Arm现已成为CPython的Tier 2平台，意味着该架构纳入持续构建与测试，相关故障需及时修复，且平台测试失败 ...

你有没有遇到过这种情况：同事帮你改了一个小bug，你打开代码一看，diff里密密麻麻几十行改动，而你原本以为只需要改一个字符。你花了半小时才搞清楚他到底动了什么，最后发现真正修复bug的那行代码只有一处，其余全是"顺手"加的。

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The sequel to the class released the other day has been released. This is a class where you can learn algorithms using Python ...

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The best new features in Python 3.15 Python 3.15 is now GA, and it’s the best Python yet. Get your hands on its improved JIT ...

Lakeflow pipelines introduce several new Python code constructs for defining materialized views and streaming tables in pipelines. Python support for developing pipelines builds upon the basics of ...