AppDirect Blog
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Blog posts by Mathew Spolin
Technology Insights
How to Adopt AI Development at Scale: 6 Lessons from AppDirect’s Leap from 0% to Almost All AI-Generated Code
Mathew Spolin, our SVP of Engineering, shares how AppDirect scaled AI-assisted development to achieve almost all AI-driven code in one year. Learn the key organizational changes, metrics, and mindset shifts needed to accelerate delivery, improve quality, and transform software development.By Mathew Spolin / AppDirect / February 2, 2026