Blog
Exploratory Testing with Claude in Chrome Extension
How Claude Desktop's built-in Chrome MCP enables exploratory testing directly in the browser — no Playwright, no Puppeteer, no terminal. Just a prompt.
Modern QA Dashboard in the AI Development Era
Modern QA is no longer about counting test cases. It's about controlling the balance between speed and risk — combining classic engineering metrics with a new AI-aware quality layer.
Playwright CLI: Generating Production-Ready Tests with AI
How the new Playwright CLI enables AI agents to explore real applications and generate structured, production-aligned Playwright tests — more token-efficient than MCP-based approaches.
AI QA Playground: A Real Test Automation Practice Project (Playwright + Pytest)
A full-stack chatbot application built specifically as a test automation practice project — covering Playwright E2E, Pytest API testing, and CI/CD with GitHub Actions.