The article introduces SYRAG™os, a sophisticated computing environment designed to function as a self-healing operating model rather than a standard software distribution. Central to its architecture is the syrag-pi-tools agent, which allows devices to independently identify, rectify, and record operational errors to prevent future regressions. The system further utilizes an ISO builder that ensures a flexible, distro-agnostic deployment while maintaining a strict structural division between user data and system files. This cycle of automated learning and remediation creates a robust lifecycle where machines evolve through operational memory and shared knowledge. Ultimately, the project seeks to establish a  ...