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ARTICLE27

The AI feature is the easy part

DEV.to AIΒ·May 4, 2026

Adding an AI feature to a product is the easy part, often involving just an API call; however, building the robust production system to run it, including data isolation, billing, and usage enforcement, is the true challenge. The author uses their TubeDigest project to illustrate that the significant effort lies in the backend infrastructure rather than the core AI API call itself.

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