Docker: Docker is used to containerize the testing environment, ensuring consistency and reliability across different testing setups. The framework includes a Dockerfile and Docker Compose configuration, which define the required environment, including Java, Cucumber, browsers, and any other dependencies. This allows tests to be executed in isolated, reproducible containers, independent of the host system. Docker enables parallel test execution across multiple containers, significantly reducing testing time and providing scalability for larger test suites.