Research

Findings, not just opinions

What curating real briefs across these demos has actually shown, tested against the material rather than argued from principle.

01

The Context Stack

Seven layers of business context, derived from what's already load-bearing across the site's own demos and case studies, not invented for this page.

 02

How Context Debt shows up

Five recurring failure patterns behind context debt, named and evidenced from the Context Debt Map's own twelve fragments, not invented for this page.

 03

Testing the patterns on real material

The five context-debt patterns, run against something real: this site's own codebase, not another fictional company.