Skip to Content
Engineering notes with Classifyre's shared brutalist token system and docs shell.
Archive

All Posts

Imported and local engineering write-ups.

Workflow Debt Is Worse Than Technical Debt
Structural process debt compounds across teams and outlives most code debt.
Nov 10, 2025Product Management
Read article
API-First Design and the Consumer-Last Trap
API quality is defined by consumer outcomes, not by specification purity.
Sep 10, 2025Software Architecture
Read article
AI-Generated Unit Tests Are Making Your Code Worse
Coverage metrics rise while validation quality declines when tests are generated without intent.
Aug 31, 2025Software Development
Read article