Veltrix's Treasure Hunt Engine: Optimized for Long-Term Survival, Not Just Scalability

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The Problem We Were Actually Solving At its core, our Treasure Hunt Engine is a web-based game that generates treasure maps for users to solve. It's a simple concept, but one that relies heavily on caching, load balancing, and database performance. As our user base grew, so too did the pressure on our system. But the problem wasn't just about scaling up the infrastructure - it was about understanding the long-term costs of our design decisions. What We Tried First (And Why It Failed) Initially,