Real Time Iteration Engines

Every software product degrades over time. Features that delighted users on day one become friction by day one hundred. Competitors ship improvements while your roadmap is fixed months in advance. The solution is not better planning—it's continuous, automated iteration. A real-time iteration engine is a system that continuously collects user behavior data, runs experiments, adapts the product interface, and rolls out improvements—all without human intervention. This book covers the infrastructure, algorithms, and ethical considerations for building self-optimizing software.