What If You Could Detect System Failures Before They Happen? (AWS + AI Demo)

Most outages in distributed systems don’t happen instantly. They start with small signals like latency drift, retry amplification, and error propagation across services. I built FAULTLINE, a prototype system that detects these early signals and identifies when a cascading failure might be forming — before the outage actually occurs. This project explores how combining signal convergence with AI-driven insights can shift monitoring from reactive alerts to predictive reliability. Article (AWS Builder Center): FAULTLINE