Modern distributed systems increasingly rely on event-driven and stream-based architectures. Instead of batch-oriented ETL pipelines, applications now ingest, process, and react to data in motion. Cloud providers offer managed streaming platforms that abstract infrastructure complexity while delivering low-latency, fault-tolerant data pipelines. Th...