Scaling Real-Time Order Cancellation to 100K+ Concurrent Requests

This case study reveals the fundamental tension between intuitive system design and production-scale engineering. As platforms grow from thousands to millions of concurrent users, naive request-response patterns inevitably collapse—forcing architects toward event-driven designs. For engineers building real-time consumer applications, understanding these bottlenecks and their solutions is essential to avoid infrastructure failures that directly impact revenue and user experience.