Kevin Shen

Most HTAP strategies add complexity rather than removing it. Relying on external pipelines like Flink CDC introduces a heavy middleware layer; you aren't just moving data, you are managing separate clusters, debugging checkpoint failures, and requiring dedicated engineering expertise just to keep the pipeline alive. Conversely, many distributed HTAP databases fail to provide full analytical cov...