How can AI coding assistants, like Augment Code AI, improve the efficiency of developers working on large codebases?

How can AI coding assistants, like Augment Code AI, improve the efficiency of developers working on large codebases, and what are the potential challenges or limitations in adopting such tools for professional software engineering?

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