A detailed account of migrating 1 billion database records without downtime using a phased approach: bulk migration of old data in chunks, dual writes for live traffic with Kafka retry queues, shadow reads for testing, careful cutover with cache warming, and comprehensive monitoring. The migration involved critical financial data and required techniques like disabling indexes during bulk loads, idempotent operations, and extensive observability to ensure data consistency and system reliability.