Articles

Notes on AI, React & Software Engineering

Long-form articles on how we build AI agents, automation, React applications, SaaS platforms, and enterprise software.

The patterns that actually work in production — and the chatbot demos that don't.

What custom agents really change about how teams work — and where they reliably fall short.

When to reach for an LLM-powered agent, when an old-school workflow is the right answer.

Where LLMs add value inside the systems of record — and where they create new failure modes.

A practical framework for choosing between a React SPA and a Next.js app when you're building a SaaS.

The patterns that hold up beyond MVPs — and the ones that quietly slow you down at scale.