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AI Coding Assistants: How They Work and How Teams Use Them Safely

AI coding assistants suggest code, explain unfamiliar files and increasingly carry out multi-step tasks across a repository. Teams see the biggest gains on routine work — tests, boilerplate, migrations — while code review and automated testing remain essential safeguards.