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@testaiappoutputsedgeNovember 11, 2026

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How to build and test AI apps without coding

A new guide from United Ceres Workforce Learning aims to help working adults and small and medium enterprise teams in Singapore build and use artificial intelligence applications responsibly. The resource, which covers the end-to-end process of creating small AI tools, focuses on a practical approach known as vibe coding, where users describe a task to an AI-assisted tool, review the output, and refine it through iteration. The guide is designed for people without programmin

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