What is Change Data Capture (CDC) and when should you use it?

CDC captures database changes (inserts/updates/deletes) as a stream. Use CDC for: - Near real-time analytics - Replication into a warehouse/lake - Event-driven integrations Common tools: Debezium, database logs, managed CDC connectors. Key challenges include schema evolution, ordering, and exactly-once-like processing semantics.