How I Build AI Agent Systems at Rocket.new (From the Inside)

I've been building developer tools for five years. For the first three years at DhiWise, we were automating one thing: turning Figma designs into production code. Pick a framework (Flutter, Kotlin, React), upload your design, get clean code out. That was the whole product. Then everything changed. The Pivot That Changed How I Build In 2023 we launched WiseGPT -- a context-aware AI coding assistant that plugged into VS Code and understood your local codebase. No prompt engineering. Just describe what you want, and it generates code that fits your actual project structure. That was my first real exposure to building AI agent systems in production. Not demos. Not prototypes. Real agents, serving real developers, at scale. By 2025, the company rebranded to Rocket.new and the product became something much bigger: an AI-first application builder that generates complete, full-stack, production-ready applications from plain English prompts. I'm one of the engineers building the agent systems b