May 29, 20257 min read
Overcoming the Challenges of AI-Generated Code
By Andrew Park | 2025-05-29 Lack of Human Codebase Understanding Poor Architecture & Design Lack of Product Knowledge Lack of Good Documentation Bias Toward Code Previously Trained-On Poor Understanding of Debugging Inability to Handle Innovative Data Transformations Conclusion AI can rapidly generate tons of code—but is that code technical debt or technical wealth? Technical debt from poor decisions increases the time needed to understand, debug, rework, and enhance code. Th
