In HTAP (Hybrid Transactional and Analytical Processing) systems, efficient synchronization between TP (Transactional Processing) and AP (Analytical Processing) layers is a critical capability. Traditional HTAP architectures often rely on binlog-based replication, which introduces latency and increases architectural complexity.