The Blueprint

We tested this head-on in a worked example: building a bulk export feature in Apache Superset. In one branch, we let AI coding agents generate code directly. In another, we used Nuvineer to produce the TL-style design doc, milestone plan, and implementation strategy, then layered AI + human review. The difference was stark—and it shows why AI coding without context drains velocity, while context-driven design scales it.

Great engineers aren't measured by how much code they produce. They're measured by the quality of their decisions. In an era where AI can generate code in seconds, what separates average from exceptional engineers is judgment.

Today, I'm thrilled to announce the preview of Nuvineer: a new way of doing product engineering for an AI-native world.