What methods can be used to improve the efficiency of automated processes?

To improve the performance of automated processes in QA, the following methods can be used:

• Parallel test execution — running tests simultaneously on multiple threads or machines, reducing overall runtime.

• Test scenario optimization — removing duplicate, outdated, or inefficient tests, focusing on critical and frequently used scenarios.

• Using effective tools and frameworks — selecting fast and reliable automation tools that support necessary technologies.

• Caching and data preparation — minimizing time spent on environment and data setup for tests.

• Integration with CI/CD — automatically running tests upon code changes for quick defect detection.

• Monitoring and analyzing results — identifying bottlenecks and recurring issues for targeted improvements.

• Parameterization and reusability of tests — reducing the number of tests through universal scenarios.

Applying these methods can make automation faster, more reliable, and scalable.