August 6, 2026
Why AI agents guess Playwright selectors and how MCP helps
Why AI agents invent Playwright selectors, and how five local MCP tools expose page-object graphs and JSX/TSX test IDs before coding.
Blog tag
Test Automation
June 7, 2026
How to build typed Playwright page objects with decorators
Raw Playwright page objects get repetitive, and POM base classes grow teeth. Here's a typed, decorator-based pattern in TypeScript with no inheritance.