Building a robust software testing framework involves selecting the right tools, defining test objectives, and creating a structured process for test execution. Incorporate automation to enhance efficiency, ensure scalability, and maintainability. Regularly update the framework, promote collaboration between developers and testers, and focus on continuous improvement for optimal results.