本内容遵循CC 4.0 BY-SA版权协议 本文聚焦Python后端在单机Docker环境下的可交接部署实践，强调操作手册需明确资源归属、检查点前置、发布与回滚的边界条件、备份恢复责任到人、SSH隧道纳入文档、复盘基于动作与证据。内容覆盖SQLite持久化、Compose项目隔离 ...

通过 Appium Inspector 复制你要测的页面元素 XML 结构树。 复制你项目里 base_page.py 的核心方法（让 AI 知道你有什么武器）。 给 AI 的 Prompt（可以喂给你的本地 Qwen 或 GPT）： “你是一个资深 Python + Appium 自动化测试专家。现在我提供给你一段 App 的页面元素结构树 ...

contract:additive契约变更：可加改动契约变更：可加改动kind:featureDerived from Issue body. Not readiness, scope approval, or acceptance authority.Derived from Issue body. Not readiness, scope approval, or acceptance ...

computer use 这类需求，以前的做法是截图加坐标：拍一张界面图，让模型找按钮，算出位置，把鼠标挪过去点。 坐标不是按钮的属性，是这张图的属性。窗口挪一格、缩放变一下、列表滚一行，坐标就全废了，而且它不知道自己错了，照样按下去。 agent-desktop 换 ...

In this 'Rough Output' series, I will be writing down what I have learned at my own pace to organize my thoughts. As the ...

Instead of writing code, try giving the blueprint to AIRecently, I have been creating various programs using generative AI ...

The MacBook is now its prettiest and pro-iest, and it's just a better Mac experience overall. There were legions of Apple ...

Google's Gemini now enables users to transform sketches into interactive apps using its Canvas tool, offering real-time code ...

The FDE title might be new, but the theory is as old as computers themselves.

Guido van Rossum wrote Python over a 1989 Christmas break. By 2018 it ran AI and the web, and a fight over the walrus ...

Kodi runs on just about anything you want it to, but it started life in 2002 as Xbox Media Player (XBMP), a homebrew ...

Scale Databricks Apps from design to production: set latency targets, keep state recoverable, load test, and size instances, ...