Resources
Playbooks, guides, and best practices for AI-native E2E testing.
E2E Testing vs Integration Testing: When to Use Each
A clear comparison of end-to-end testing and integration testing: what each one catches, when to use them, and how they work together to build confidence in your software.
How to Evaluate AI Test Generation Tools: A Buyer's Guide
A practical framework for evaluating AI test generation tools. Covers test quality, maintenance burden, CI/CD integration, pricing models, vendor lock-in, self-healing capabilities, and AI coding agent support.
MCP for Testing: The Best MCP Servers for Browser Testing, Compared
A practical comparison of the browser-testing MCP options: Playwright MCP, browser-use, extension-based servers, and testing-native MCPs like Shiplight. Which one fits which job, and how to wire each into Claude Code, Cursor, or Codex.
No-Code Test Automation Platform for Non-Technical Teams
How product managers, designers, and QA professionals without coding skills can contribute to end-to-end testing using YAML-based tests, plain English workflows, and visual recording tools.
Best Playwright Alternatives for No-Code Testing in 2026
Playwright is powerful but requires TypeScript expertise. If your team needs E2E testing without writing code, this guide compares the real approaches: agent-native intent tests, open-source recorders, vendor cloud consoles, and managed services.
Playwright vs Cypress: Which Testing Framework in 2026?
An honest head-to-head comparison of Playwright and Cypress across 10+ dimensions: architecture, speed, browser support, DX, and more. Plus where AI-native testing fits in.