Most teams label handoff failures as miscommunication when the real problem is coordination. The hidden cost is rework, drift, and decisions that never get transferred with their reasoning.
Gestalt is a fractal system mapping tool that lets you navigate between strategy and execution without losing context. Built in eight days using SR-SI, it demonstrates how structure—not AI—unlocks speed.
SR-SI isn’t prompt engineering or RAG. It’s an index architecture that lets models re-orient on demand, preventing coherence drift and turning documentation into a zero-cost byproduct.
Feedback frameworks don’t create safety. They amplify whatever trust and clarity already exists. Here’s the operational model: contracts, loops, and trust signals.
When budgets tighten, design teams that can’t link work to revenue get deprioritized. The shift is simple: treat every UX decision as a revenue hypothesis.
A codebase-first pipeline that turns visual intent into deterministic build rules using two shallow indexes: a design JSON for intent and a component index for composition.