From Alert Fatigue to Signal Engineering: Rebuilding Security Operations for Precision and Clarity
I have spent most of my career inside security operations environments where the volume of information is constantly increasing. Logs, alerts, telemetry, dashboards, notifications. Every system produces data, and every tool promises better visibility. But in practice, more data does not automatically mean better security. In many cases, it creates the opposite problem. Teams become […]
Security Engineering at Scale: Lessons from FAANG-Grade Infrastructure and High-Pressure Government Systems
I have spent my career working across environments that operate at very different extremes, but share one common reality. They do not get to fail. Whether it is large scale technology platforms handling global traffic or government systems supporting critical operations, the expectation is the same. Security has to work, consistently, under pressure, and without […]