LLMs can't distinguish between old and new coding patterns in a codebase, so they tend to replicate outdated approaches. This makes maintaining a clean, consistent codebase more critical than ever — because AI tools will blindly follow whatever patterns they find, good or bad. Teams are now more motivated to establish clear, intentional patterns and ensure every file adheres to them.
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