SentinelJS is a full-stack cybersecurity Proof of Concept (PoC) designed to perform real-time URL analysis using a multi-layered detection engine. Moving beyond static blacklists, this project utilizes a hybrid approach—combining statistical analysis (Shannon Entropy) and expert-system heuristics (Regex-based pattern matching) .