Introduction: Bridging the Gap Between Automation and IntelligenceFor SEO professionals, site auditing has traditionally been a labor-intensive process requiring meticulous manual verification of dozens of technical factors. The challenge lies in distinguishing between tasks that can be automated with deterministic scripts and those requiring semantic understanding—a distinction that most existing tools fail to address adequately.This comprehensive open-source solution introduces a revolutionary two-layer architecture that combines the relia...