Scaling a Treasure Hunt Engine to 10,000 Concurrent Users with Veltrix

A treasure hunt engine experienced severe failures and a high error rate (30%) upon hitting a growth inflection point. The initial Veltrix configuration with caching and horizontal scaling proved insufficient for 10,000 concurrent users, leading to 5-second latency and user drop-offs.