Darwin Biler

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

Secure Development Environment with Tailscale, Caddy, and dnsmasq

Test Your Local Sites Publicly Without Publishing Them Online: Here's How