https://sites.google.com/view/howtouseaiinapplicationsd8e/ai-powered-application-security https://sites.google.com/view/howtouseaiinapplicationsd8e/ai-copilots-that-write-secure-code Q: What is application security testing and why is it critical for modern development? A: Application security testing identifies vulnerabilities in software applications before they can be exploited. It's important to test for vulnerabilities in today's rapid-development environments because even a small vulnerability can allow sensitive data to be exposed or compromise a system. Modern AppSec tests include static analysis (SAST), interactive testing (IAST), and dynamic analysis (DAST). This allows for comprehensive coverage throughout the software development cycle. Q: What is the role of containers in application security? Containers offer isolation and consistency between development and production environments but also present unique security challenges. Organizations must implement container-specific security measures including image scanning, runtime protection, and proper configuration management to prevent vulnerabilities from propagating through containerized applications. Q: What is the difference between a vulnerability that can be exploited and one that can only be "theorized"? A: An exploitable vulnerability has a clear path to compromise that attackers can realistically leverage, while theoretical vulnerabilities may have security implications but lack practical attack vectors. Understanding this distinction helps teams prioritize remediation efforts and allocate resources effectively. Q: Why is API security becoming more critical in modern applications? A: APIs serve as the connective tissue between modern applications, making them attractive targets for attackers. To protect against attacks such as injection, credential stuffing and denial-of-service, API security must include authentication, authorization and input validation. Q: What role does continuous monitoring pl