The idempotent cache layer of a highly reliable payment pipeline must prioritize CP (consistency + partition tolerance), using strongly consistent distributed storage (such as a Redis cluster or a transactional database table with row-level locks), to avoid the same idempotency key being executed repeatedly during a partition.