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。 一、整体架构 Agent 1 – 用例生成器：根据自然语言需求或 Swagger 文档，调用 RAG + Playwright 代码 ...

What if you could cut your data retrieval costs by a staggering 85%, identify security vulnerabilities before they become critical, or even optimize your user interface with AI-driven precision? In ...

These MCP servers make my local LLM even better.

OpenAI is rolling out support for MCP, an open-source technology that large language models can use to perform tasks in external systems and access the data they contain. OpenAI Chief Executive ...

Claude without MCP is only half the story.