Blog
Insights on architecture-first development.
How to build production-ready software with AI, why architecture matters, and how the tools we use shape what we build.
Why Vibe-Coding Fails on Complex Projects (And What to Do Instead)
AI code generation tools have unlocked a new way of building software. But there's a pattern that keeps repeating on complex projects — and understanding why it happens is the first step to building something that lasts.
The Echo Map: Designing Software Architecture Before Writing Code
What if you could see your entire system — every module, endpoint, database table, and dependency — before writing a single line of code? The Echo Map makes this possible, and it changes how AI-generated software is built.
What is a Shared Contract and Why Does It Matter for AI-Generated Code
Type safety across the full stack is one of the most undervalued properties of well-architected software. In AI-generated codebases, it's especially critical — and rarely achieved without deliberate design.