March 31, 2026
From Design Intent to Working Components: The Full Pipeline
A deeper design-to-code pipeline for turning visual decisions into deterministic AI build rules, reusable indexes, and structural component guidance.
Insights archive, page 8
March 30, 2026
Why AI context degrades — and the architectural fix that actually works
AI context drift isn’t a model limitation—it’s an architectural failure. SR-SI replaces brute-force context with indexing, enabling persistent coherence across long-running projects.
March 29, 2026
Building with no audience, no signal, and no external pressure
What it actually feels like to build in deliberate obscurity—no users, no feedback, and no external pressure—while balancing a full-time job and a portfolio of products.
March 28, 2026
The real cost of a broken handoff — and why it never shows up in your retrospective
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.
March 27, 2026
Gestalt is live. What building it revealed about the problem it solves
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.
March 26, 2026
What SR-SI actually is - and why I stopped explaining it as an AI trick
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.