April 6, 2026
AI doesn’t need an encyclopedia. It needs an index.
The problem with most AI workflows isn’t missing information. It’s missing navigation. SR-SI works because it gives AI a compact index, not a bloated encyclopedia.
Insights archive, page 8
April 2, 2026
Your team is using AI. That’s not the same as having an AI workflow
Most teams use AI individually without a shared system. The real value comes from structured workflows that preserve context, improve output quality, and reduce inconsistency.
April 1, 2026
Why offshore teams fail — and why it’s almost never their fault
Offshore development issues are rarely about talent. They’re coordination failures—missing reasoning, weak handoffs, and slow feedback loops that create hidden rework and cost.
March 31, 2026
Protocol: building a fitness OS for coaches who've outgrown their tools
Protocol starts with the athlete but is designed to grow into a B2B2C fitness OS for coaches and boutique studios. The product architecture reflects the business model from day one.
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.
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.