Why AI-First Roles Feel Surprisingly Familiar
AI changes the economics of production. It does not eliminate the need for coherence.
Engineering Leadership
Why Hiring for Experienced Engineers Is Broken
Modern hiring systems optimize for risk avoidance and checklist matching, often filtering out the engineers best equipped to deliver long-term impact.