AI agents are now taking over repetitive work, identifying issues humans may miss, and helping teams maintain testing speed ...

MCP 把 ClaudeCode 从只懂你本地代码，扩展成能直接对接外部世界的协作者：GitHub 的 issue、数据库的数据、浏览器的页面、监控平台的报错，连上之后它都能自己读写，不必你再当人肉搬运工。 大多数时候，Claude Code 干的活基本都在你本地的代码和文件范围内。

最近团队在推进“测试智能体”落地，我基于 Playwright 封装了三个核心 AI Agent，分别负责 用例生成、自动执行与自愈、结果断言分析。三者在工作流中协作，让 Web 自动化测试的编写与维护成本降低了约 60%。下面是完整实操记录，所有命令均可直接复现。

POM is a clean code design pattern for test automation architecture. An easy way to think about it is this: the Tests test, the Page acts. More specifically, the Test controls the flow and asserts the ...

This is a patch of the original playwright implementation for Python.

From data collection to ready-made datasets, Bright Data allows you to retrieve the data that matters. In April 2025, Microsoft quietly dropped Playwright MCP, a new server that connects your AI agent ...