How can AI assist in improving the maintainability of a large codebase?

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How can AI assist in improving the maintainability of a large codebase?

Asked on Dec 12, 2025

Answer

AI tools like GitHub Copilot and Amazon Q can significantly enhance the maintainability of a large codebase by automating refactoring tasks, suggesting code improvements, and generating documentation. These tools analyze your existing code and provide recommendations to simplify complex logic, standardize code styles, and identify potential bugs.

Example Concept: AI coding tools improve maintainability by analyzing code patterns and suggesting refactoring opportunities. They can automatically detect duplicate code, propose more efficient algorithms, and generate comments or documentation to clarify complex sections. This helps developers maintain a consistent code style and reduces the likelihood of introducing errors during manual refactoring.

Additional Comment:

AI tools can integrate with your IDE to provide real-time suggestions as you code.
They often support multiple programming languages, making them versatile across different projects.
Regular use of AI-driven refactoring can lead to a more robust and understandable codebase over time.

✅ Answered with AI Coding best practices.

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