1 Lakh Users. 20K Requests/sec. CQRS & SAGA Patterns Saved Our LMS
A fintech team faced system failures when their loan management system couldn't handle partial failures during loan rescheduling operations. The monolithic approach caused data inconsistencies when services failed mid-process. They solved this by implementing CQRS to separate read and write operations, and SAGA pattern to manage distributed transactions with automatic rollback capabilities. The solution transformed their system from handling 1 lakh users with frequent failures to processing 20K requests per second reliably.