Chapter 1 Deep-Dive: What Amplification Actually Looks Like

This document explores how AI amplifies software development, potentially leading to significant savings or damage, depending on human input. It presents a 2026 case study where a data engineer used AI to rewrite a JSONata engine from JavaScript to Go, saving Reco $300K/year in compute costs.