This article explores the integration of Flink, Airflow, and StarRocks for real-time data processing. It details different methods for data ingestion, including routine loads and Kafka connectors, while sharing lessons learned from implementation. The author concludes with a preference for the Flink Connector due to its flexibility and existing infrastructure.