The invention discloses a software quality assurance method integrating continuous delivery and automated test, The method provides users with the function of individually customizing the software quality detection pipeline, which is composed of source code configuration, static code scanning, continuous construction, continuous deployment, functional testing, performance testing, compatibility testing and dynamic security testing. By using the software quality assurance system, Testers do not need to build a complex continuous integration and testing environment, and can quickly implement automated testing of each dimension of a project, or predefine a software quality inspection pipeline for automated testing, and provide the overall test results of the entire project, which greatly improves the test efficiency and reduces the complexity of test configuration.