In this podcast episode, we dive into cutting-edge strategies and technologies designed to prevent online fraud, offering a look at advanced techniques that surpass traditional CAPTCHAs. We discuss the strengths and weaknesses of tools like Sentry for bug tracking and Stripe Radar for risk assessment, and explore practical methods such as rate limiting and shadow banning. The conversation underscores the importance of finding a balance between security measures and user experience, while also questioning the reliability of conventional security questions and considering modern alternatives like SMS verification and manual approval processes.