Technology
5 pieces
The Mirror in the Machine
The failures we attribute to AI-assisted development — hallucination, memory drift, compounding errors — turn out to be disturbingly familiar. They are the same failures we've always built our professions around catching in ourselves.
Your AI Coding Tools Aren't Failing. Your Processes Are.
Duplicate functions. Circular bug fixes. An AI that reinvented everything it couldn't see. Every failure mode I encountered in AI-assisted development, I had seen before — in human engineers. Over two decades of managing teams, these were never AI pathologies. They were process pathologies.
Building a Lightweight Home Network Monitor
How I built a minimal Docker-based network monitoring solution on a Raspberry Pi to diagnose intermittent connection issues with real data—demonstrating hands-on technical problem-solving and purposeful architecture decisions.
Why I Built an AI Assistant
FAQ sections have become information mazes. AI chatbots can eliminate repetitive customer service inquiries while actually doing something useful—like scheduling meetings or pulling specific information instantly.
