The system also recorded every unsuccessful authentication attempt forensically, encompassing the specific credentials that were attempted, the IP location of the attempt, and the timestamp. While this could seem excessive, it created a powerful deterrent against credential stuffing attacks because any unusual pattern would be directly visible in the security log. We were able to analyze this log at any time and export it for external analysis, fostering a level of security transparency that directly supported our ability to preserve a private and uncompromised account. The interconnection between these security logs and the broader privacy dashboard revealed a holistic design philosophy where all system fed data into the central goal of user empowerment.