EDUCATION & TRAINING
Avoid Scaling a Treasure Hunt Engine on One Hand, Failing on the Other
Dev.to Machine Learning
About This Tutorial
The Problem We Were Actually Solving When I took over as a production operator for Veltrix's real-time treasure hunt engine, the team had just finished an impressive showcasing their AI-powered map prediction and route optimization capabilities. Management was greenlighting a massive user acquisition campaign, and everyone expected the server to magically handle the increased load without a hitch. What our team didn't realize was that the actual problem we were trying to solve was far mundane - and far difficult - than anyone had led me to believe.