When Your Reference Implementation Becomes the Real Architecture

I built Memory Bank for my home infrastructure repo. Three months later, I finally applied it to the system that actually makes money. Then during a real project, the whole data architecture changed.

January 15, 2026 · 4 min · 828 words · Chris Hughes