Blog

Thoughts on web development, technology trends, and lessons learned from building modern applications.

Cover image for Your Coding Agent Doesn't Need a Better Model. It Needs a Better Workflow.

Your Coding Agent Doesn't Need a Better Model. It Needs a Better Workflow.

Scaffolding dominates model choice for coding agents. Here are four practical changes that made my agents actually useful.

Cover image for The Atlas Method: 7 AI Agents Inside Copilot (And Why the Architecture Matters More Than the Hack)

The Atlas Method: 7 AI Agents Inside Copilot (And Why the Architecture Matters More Than the Hack)

Someone built a multi-agent orchestration system for VS Code Copilot with dedicated agent files for each role. The economics are wild, but the architecture patterns are what I can't stop thinking about.

Cover image for How the Creator of Claude Code Uses Claude Code

How the Creator of Claude Code Uses Claude Code

Key workflow patterns from Boris Cherny that can transform how you work with AI coding assistants

Cover image for How I Got AI to Stop Lying to Me

How I Got AI to Stop Lying to Me

How FAR Scale helps reduce hallucinations and improve AI research reliability

Cover image for Introducing the RPI Strategy

Introducing the RPI Strategy

A Framework for Reliable AI-Driven Software Development

Cover image for Full Stack Isn't Enough - The Rise of the Full Product Developer

Full Stack Isn't Enough - The Rise of the Full Product Developer

Why product-minded thinking will set developers apart in the age of AI - moving beyond resume-driven development to focus on customer value and the 'why' behind what we build.