Engineering Notes

Building Production Intelligent Risk Control: Streaming, Lakehouse, Rules, and Models

A production architecture for low-latency, replayable, auditable, and degradable risk decisions using Kafka, Spark Structured Streaming, CDC, Hadoop/Iceberg, rules, and models.