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How small should an AI coding increment be?

Choose a change with a clear user outcome and a manageable review scope. Creating one event end to end is usually more informative than requesting an entire product at once.

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More FAQs in Why should developers avoid building an entire application with one prompt?

A broad prompt can help explore a concept or create a disposable demonstration. Treat its architecture and behavior as proposals that need evaluation before becoming a maintained application.

Identify a working checkpoint, preserve useful work, and isolate the failing workflow. Replace vague regeneration requests with a specific defect report, expected behavior, and a smaller verification target.

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