HomeBlogCase Study: How We Optimized Custom CSS Selectors to Speed Up Builds by 80%
Back to Blog
By QA Lead
|
3 min read
|February 8, 2026

Case Study: How We Optimized Custom CSS Selectors to Speed Up Builds by 80%

#playwright css#learn playwright#qa automation#sdet guide#test css code

Introduction to Custom CSS Selectors

A slow, flaky E2E suite blocks releases and frustrates developers. In this case study, we document how a client optimized their automation framework's Custom CSS Selectors setup to speed up build runs and secure stable deployment gates.

Core Concepts and Browser Mechanics

The client's main issue was flakiness on dynamic dropdowns and payment gates. By switching from hardcoded wait sleeps to Playwright's auto-waiting locators and intercepting API calls, we eliminated the timing discrepancies.

By using Custom CSS Selectors correctly, teams ensure their tests model real human interactions while executing at maximum speed and reliability.

Syntax Code Block

Here is the before/after optimization refactoring we implemented for the Custom CSS Selectors script:

await page.locator('.custom-card-body > input.primary-input').fill('data');

Guidelines and Checklist

Review this checklist to make sure your E2E automation framework follows standard industry conventions:

  • Best Practice: Eliminate thread sleeps: Replace all setTimeout/waitForTimeout commands with web assertions.
  • Best Practice: Intercept network payloads: Speed up runs by blocking heavy images or style files during testing.
  • Best Practice: Utilize lightweight worker threads: Speed up local checks by running tests fully parallel.

Summary

This refactoring of Custom CSS Selectors resulted in a zero-flake testing pipeline, cutting total runtime from 45 minutes down to just 8 minutes.

Want to write and run tests inside your browser without any setup? Check out our free Online Playwright Playground to test code instantly!

Related Guides

9 min readMay 10, 2026

10 Playwright Best Practices for Reliable Tests

Tired of debugging failing builds? Follow these 10 Playwright best practices to write stable, maintainable, and lightning-fast test suites.

Read Guide
4 min readMarch 9, 2026

Case Study: How We Optimized XPath Locator Strategies to Speed Up Builds by 80%

Learn all about XPath Locator Strategies in Playwright. This real-world case study provides copy-pasteable code blocks, tips, and guidelines to avoid timing issues.

Read Guide
6 min readApril 18, 2026

Step-by-Step Walkthrough: Automating Shadow DOM Selectors in Playwright

Learn all about Shadow DOM Selectors in Playwright. This visual walkthrough provides copy-pasteable code blocks, tips, and guidelines to avoid timing issues.

Read Guide