Apr 30, 2025
by
Peter Winston

What happens when three developers tackle the same legacy codebase with the help of the same AI coding agent – Claude Code – and take three completely different paths? In this Embedded Computing Design article, ICS CEO Peter Winston delivers a rare behind-the-scenes look at this intriguing experiment to modernize a dated Motif system in just two weeks. From automated refactoring to compatibility layers to AI-generated tooling, the results were surprising, impressive – and deeply revealing. This article dives into the real-world wins and challenges of using AI in software modernization, and what it teaches us about the evolving role of human engineering judgment.
About the author
Peter Winston
Peter founded Integrated Computer Solutions, Inc. (ICS) in 1987. Through his leadership and innovation, the company has experienced continued growth, expanded across the globe and today is focused on helping clients design and deliver powerful applications on touchscreen and embedded technology.