EDUCATION & TRAINING
Engineering the Right Treasure Hunt Engine for Scale
Dev.to Machine Learning
About This Tutorial
The Problem We Were Actually Solving We needed to build a treasure hunt engine that could serve thousands of concurrent users without sacrificing relevance or performance. Our existing search backend was a simple Lucene-based setup that worked fine for a few hundred users, but it wasn't designed to handle the kind of load we were expecting. I knew that throwing hardware at the problem wasn't the solution - we needed to rethink our approach from the ground up.