Top test automation techniques include identifying tests suitable for automation, such as repetitive or error-prone tests. It is also important to create a strong and maintainable test automation framework using tools tailored to the project. Test scripts should be isolated and reusable to reduce duplication and maintenance. Automating tests into the development process helps ensure issues are quickly identified and addressed. Monitoring and improving test automation efforts over time is crucial to ensure continued effectiveness.