Data Pipelines

Observing DB changes as event stream; log-based (Debezium, WAL/binlog/oplog), trigger-based, query-based mechanisms; CDC vs event sourcing; dual-write problem solved by outbox + CDC; data liberation patterns; strangler migration; schema coupling; log-compacted topics for bootstrap; backpressure on consumers