Real-time data streaming

Kafka vs Redpanda vs Pulsar

Stream-first design

Producers, consumers & ordering

Event time & watermarks

Stateful operators with Flink

Exactly-once semantics

CDC + Iceberg lakehouse

Schema evolution on the bus

Production observability & rollout