Database-driven applications often produce 409 status codes during insert or update operations. This explanation explores causes like duplicate keys, stale versions, and race conditions. It also highlights how optimistic locking, proper indexing, and concurrency control reduce conflict-related failures in high-traffic systems. https://indeedseo.com/blog/409-status-code/