Implementing a Three-Bucket System for AI-Generated Code: A Claude AI Engineering Approach
The rise of “vibe coding”, the practice of using Generative AI like Claude to rapidly iterate on software through natural language prompts, has fundamentally altered the development lifecycle. While delivery speed has reached an all-time high, the industry is quietly accumulating a new, more insidious form of technical debt. Unlike traditional debt, which usually stems…




