Regression testing often becomes time-consuming when applications evolve quickly and new features are added. Writing and maintaining tests manually can’t always keep up, which increases the risk of missing hidden bugs.
A test generator helps by automatically creating test cases based on existing traffic, user behavior, or defined contracts. This means tests are kept up to date with real-world usage, reducing manual effort and ensuring broader coverage.
For API-driven systems, such tools can capture live requests and responses, then replay them in CI/CD to detect regressions early. This approach not only improves reliability but also shortens release cycles since developers don’t have to spend excessive time writing repetitive test scripts.
The end result is faster feedback, more stable deployments, and less overhead in maintaining test suites—making a test generator an important tool for modern software development.
