As SaaS solutions continue to evolve, organizations face challenges in ensuring uninterrupted service delivery, primarily due to Single Points of Failure (SPOFs), which can jeopardize operational continuity. JFrog's Site Reliability Engineering group has developed a comprehensive SPOF framework aimed at mitigating these risks by focusing on identifying, assessing, and managing SPOFs through architectural visibility, chaos engineering, and a risk registry. The framework emphasizes the importance of redundancy, load balancing, and failover mechanisms for infrastructure, as well as high availability and partial functionality modes for applications. Effective program management, regular reviews, and audits are crucial to maintaining the integrity of the SPOF framework, ensuring consistent and reliable services for customers while fostering a culture of continuous improvement to adapt to the dynamic SaaS landscape.