Root Cause Analysis and Resolution of Data Inconsistency in Transactional MQ Processing
This article details a real‑world investigation of intermittent refund order failures caused by improper handling of transactions and message queues, explains the step‑by‑step debugging process, identifies large‑transaction timing issues, and presents a concrete fix that moves MQ sending until after transaction commit.