The agenda will introduce several common vulnerabilities that cannot be detected by static analysis tools, classified as medium to high risk and capable of causing financial losses. These include slippage losses and other vulnerability types that occur under specific conditions and scenarios. The session will cover the detection of potential impacts caused by these vulnerabilities and share our approach to developing tools and designing identification processes. Additionally, we will discuss how to optimize security lifecycle management from development to audit stages.