Introduction Apache Kafka has remained the backbone of event-driven architectures for over a decade. Its immutable log abstraction, scalable broker design, and stream-first philosophy have powered countless real-time systems—from fraud detection and e-commerce analytics to telematics ingestion and industrial automation. But the world around Kafka has evolved. Data volumes have exploded. Cloud economics have shifted. Developer expectations have changed. And most critically, the business demands...