Darwin Biler

Two Lenses: Why Products Decay (And What Young Engineers Don't See Yet)

When you are early in your tech career, products feel simple.But 10--15 years into the industry, you start seeing something unsettling

The Clawdbot Debacle Is a Distraction: Agentic AI Ran a Ponzi on Humans

Clawdbot failed? That conclusion is wrong

The Hidden Dangers of Vibe Coding at Scale

When AI helps you move fast—until it quietly breaks what already works

How Do You Make AI Understand Business Rules Across Products — And Still Dive Into the Code?

Scalable Full-Stack Development Environment

A Thin-Client, Container-First Approach to Developer Resilience