A comprehensive study into recent Meta S5 deadlock incidents has highlighted some important aspects requiring focus. The root cause process involved reviewing complex transaction workflows and locating potential bottlenecks leading to these challenging situations. Our findings suggest a mix of reasons, including locking conflicts, timing issues, an