The modern digital ecosystem relies heavily on the efficiency of high-availability web architectures. Over the past few years, the software engineering industry has moved rapidly toward cloud-native microservices, decentralized databases, and real-time data streaming. Managing thousands of simultaneous client-side requests while maintaining sub-mil