ARTICLEDEV.to AI·5/4/2026
The AI feature is the easy part
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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