Latest note · Jun 15, 2026
AI-assisted development at Kopperfield
How a small team at Kopperfield turns AI-assisted coding into trusted, shippable software without lowering the bar.
AI · Engineering · 9 min read
Working notes
What I learn while building AI-assisted products, coordinating agents, and keeping software trustworthy in production.
A small, edited collection. I keep pieces that still reflect how I work and retire the rest.
Mar 7, 2026
AI
Building a multi-agent AI team: from solo agent to coordinated crew
Turning a solo coding agent into a small, coordinated AI team in your terminal.
6 min read
May 13, 2025
Software Architecture · Scalable Systems · Performance Optimization
Scaling full-stack applications: patterns I actually use
Practical patterns for scaling full-stack apps across architecture, performance, security, and team workflows.
5 min read