Performance testing is essential for understanding how systems behave under load. Slow API responses may indicate database bottlenecks, inefficient queries, or infrastructure limitations.
A strong automation framework should include reusable utilities, clean architecture, logging, reporting, and proper error handling. These practices simplify long-term maintenance.
Modern software development requires high-quality automated testing processes. Teams that invest in reliable automation frameworks can significantly reduce regression issues and improve release stability.
Playwright has become one of the most popular tools for end-to-end testing because of its speed, stability, and cross-browser support. Many QA engineers prefer it for modern web applications.