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Developers complete coding tasks faster when they use AI coding assistants.

Tests whether access to AI coding assistants shortens development tasks. Controlled exercises and workplace studies show gains, while experienced developers working in familiar repositories have sometimes taken longer. Task complexity, tool generation and familiarity matter.

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