I gave Claude Code identical business requirements with two different architectural contexts. The generated code told me more about architecture's value than any textbook could.







The experiment


I set up a controlled experiment in two phases:



Phase 0 — Full-scratch generation. Give the LLM a spec and an empty project. It builds...