Transform AI Prototypes into Scalable MVPs with API-First DesignTransform AI Prototypes into Scalable MVPs with API-First Design
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Lu Wang
pro
• 5h
From AI Prototype to Production-Ready MVP: 7 Steps to a Real API-First Architecture Most AI-built apps aren’t products. They’re frontends pretending to be systems. Here’s how to turn an AI prototype into a real API-first architecture.
1️⃣ The frontend is not the product. 2️⃣ Contracts before code. 3️⃣ Business logic lives in services, not components. 4️⃣ The backend decides outcomes. 5️⃣ Errors are part of the system, not an afterthought. 6️⃣ Make the UI disposable. 7️⃣ Design for scale before you need it.
This is how to turn AI demos into products that survive real users. If you’re building with AI and want something production-ready, not just impressive in a demo, that’s the work we do.
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Jimmy Kelly
pro
• 5h
The frontend is not the product is a big shift and I am here for it #invisiblesoftware
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