Database migrations remain the most significant hurdle in achieving true Continuous Deployment. While application code is stateless and easy to roll back, the database is stateful and heavy. Traditi…

Updating data structures in a live production environment is one of the most dangerous tasks in data engineering. When you change a field in a Kafka topic, you risk crashing every downstream applicat…