Beyond the For-Loop: Engineering a Fault-Tolerant Payout Architecture at Scale

Scaling financial systems requires moving beyond simple loops to robust, idempotent architectures that prevent double payments and ensure auditability. This transition highlights the critical need for transactional integrity and failure recovery in high-stakes fintech environments.