Analysis
This article offers a practical look at how the structure of your project affects the performance of Generative AI tools like Claude Code. It highlights how thoughtful file organization can dramatically improve the accuracy and efficiency of these coding assistants. The findings are a valuable contribution to anyone using AI for software development.
Key Takeaways
- •Deeper folder structures can confuse Generative AI tools, impacting their ability to understand code context.
- •Using 'what not to do' instructions in CLAUDE.md can be more effective than 'what to do'.
- •Structuring CLAUDE.md for both the project root and subdirectories improved accuracy.
Reference / Citation
View Original"When it comes to the problem of too much nesting, it's probably because the number of characters taken up by file paths in the context window increases, and the information needed for Claude to infer 'which file is related to which other file' is dispersed."