Automation

End-to-end testing has a reputation problem. Tests are flaky, slow, and expensive to maintain. Teams start with enthusiasm, writing comprehensive test suites—only to watch them become brittle, unreliable, and eventually ignored.

Playwright changes this equation. Microsoft’s modern testing framework addresses the core pain points that plagued previous generations of browser automation tools. With its architectural improvements, developer-friendly API, and built-in best practices, Playwright makes it possible to build automated test suites that are fast, reliable, and actually maintainable.

A/B testing traditionally requires expensive third-party platforms, complex JavaScript integrations, or extensive custom development. But what if you could build a native, context-aware A/B testing system directly in Drupal—one that leverages your existing design system, automates variant creation, and uses AI to intelligently manage experiments?

By combining Figma’s design variants, Make’s automation capabilities, and Model Context Protocol (MCP) for intelligent orchestration, we can create a powerful A/B testing workflow that feels native to Drupal while remaining accessible to designers and marketers.

You’ve probably heard developers talk about “CI/CD pipelines” or “automated deployments” and wondered what that actually means for your website. Maybe you’ve been in meetings where technical terms get thrown around, and you nod along but aren’t quite sure how it all connects to what you care about: getting content live quickly, keeping the site fast, and avoiding broken pages.

Here’s the truth: CI/CD isn’t just developer jargon—it’s the automation system that makes your website faster, more reliable, and safer to update. And understanding the basics can help you make better decisions about your digital infrastructure.