How to Use Replicate the Right Way in Your Next.js App (And Ship a Real Product With It)

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Most tutorials show you how to call Replicate. Few show you how to use it well inside a real production app. This article covers the mistakes I made and the patterns that actually work — using Goodbye Watermark as a real-world case study. What Is Replicate, Really? Replicate is a cloud API that lets you run AI models — image generation, video, audio, vision — without owning a single GPU. You send an HTTP request, a model runs on their infrastructure, and you get the result back.

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