Errors and vulnerabilities in software are analyzed and problems of their detection are considered. Existing modern methods of vulnerability detection using artificial intelligence technologies are studied. In addition to detecting these cybersecurity vulnerabilities in a timely manner, it specifies the correct choice of software development technologies, methods and operating conditions to prevent them.