Signal Engineering

Engineer high-quality signals upstream of detection. Learn signal sources (auth events, content events, social-graph events, payment events, model-output events, agent-action events), instrumentation discipline, signal hygiene (clock skew, missing fields, schema drift), deduplication, the signal-quality dashboard, and the SLA between signal owners and detection consumers.