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 ...

Data API Builder helps developers expose database objects through REST and GraphQL without building extensive custom data access code. Steve Jones' Visual Studio Live! San Diego 2026 session will show ...

Modern applications require a new approach to security testing, one that keeps pace with rapid development cycles, dynamic architectures, and API-driven environments. Bright Security delivers ...

Are you a subscriber to Anthropic's Claude Pro ($20 monthly) or Max ($100-$200 monthly) plans and use its Claude AI models and products to power third-party AI agents like OpenClaw? If so, you're in ...

As the ACLU fights to protect people’s privacy, playwright Matthew Libby discusses his play about the private companies fueling the government’s surveillance of immigrants.

Google API keys for services like Maps embedded in accessible client-side code could be used to authenticate to the Gemini AI assistant and access private data. Researchers found nearly 3,000 such ...

Credit: VentureBeat made with GPT-Image-1.5 on fal.ai Until recently, the practice of building AI agents has been a bit like training a long-distance runner with a thirty-second memory. Yes, you could ...

Spotify is changing how its APIs work in Developer Mode, its layer that lets developers test their third-party applications using the audio platform’s APIs. The changes include a mandatory premium ...

Abstract: Large Language Models have emerged as the top-notch tool in the software engineering field, from requirement gathering and analysis to code generation. Several approaches have been developed ...

Earnings announcements are one of the few scheduled events that consistently move markets. Prices react not just to the reported numbers, but to how those numbers compare with expectations. A small ...

Playwright’s `storageState` feature captures the complete browser authentication context—cookies, localStorage, sessionStorage, and IndexedDB—in a single JSON file. This isn’t just cookie management; ...