ETL/ELT, CDC & real-time integration

Hello Debezium: WAL to Kafka in 50 lines

Idempotent sinks: never double-write again

Schema evolution without 4am pages

Kafka Connect at scale

ELT in 2026: dbt + lakehouse

Lag, throughput, and consumer health

Backfills without re-tearing the pipeline