Software security testing technology has become an essential method for software developers to improve software performance and resist network attacks in the Internet age. DevSecOps (Development, Security and Operations), as a new generation software development pattern which integrates Security and Operations into Development and maintenance, can identify the possible threats to the software and effectively evaluate the security of software, and can make software security risks within control. Therefore, starting from the process of DevOps (Development and Operations), the various stages of DevOps involving software security testing techniques were sorted out, including source code audit, fuzzing, vulnerability scanning, penetration testing, and security crowdsourced testing techniques. And by collecting and analyzing the relevant technical literature in the last three years in well-known index databases, such as SCI, EI, SCOPUS, CNKI, CSCD and WanFang, the research status of the above techniques was summarized and the recommendations for the use of relevant testing tools were given. At the same time, aiming at the advantages and disadvantages of each technical support means, the future development directions of software development mode DevSecOps were prospected.