AI Engineering2025

From Prompt to App Store: Building with AI

The "Blank Page Problem" in Mobile Development. Building a cross-platform mobile app typically requires a team: a designer for UI, a backend engineer for the database, a mobile developer for React…

From Prompt to App Store: Building with AI

Role

Product Architect

Client

Personal Project

Year

2025

Privacy Policy

Privacy Policy

01

The Challenge

The "Blank Page Problem" in Mobile Development. Building a cross-platform mobile app typically requires a team: a designer for UI, a backend engineer for the database, a mobile developer for React Native, and a DevOps engineer for deployment. I wanted to prove that a single operator, leveraging an AI stack, could collapse this entire workflow into a one-person sprint.

02

The Approach

I acted as the "Product Manager" and treated AI tools as specialized employees:

1

The Architect (Claude): Instead of writing "npx init", I fed my PRD to Claude, which generated the full Expo/React Native structure, navigation logic, and core component architecture.

2

The Builder (Cursor AI): Used Cursor's "Composer" for the dev loop. I highlighted code and prompted "Make this animation match iOS guidelines" or "Fix this dependency conflict," effectively pair-programming with an AI that knew my entire codebase.

3

The Backend (Supabase): Used Supabase's AI tools to generate the SQL schema for conversation categories and user favorites instantly, then had Cursor write the API hooks to bridge frontend and backend.

4

The Deployment (Expo EAS): Automated the notoriously difficult App Store submission process using AI-generated EAS configurations to build and submit binaries to Apple and Google.

03

Key Outcomes

  • 01

    Speed to Market: Went from idea to App Store submission in record time, bypassing weeks of boilerplate coding

  • 02

    Cost Efficiency: Built a fully functional, database-backed app with $0 in initial labor costs

  • 03

    Quality: Achieved a polished, native-feel UI compliant with Apple Human Interface Guidelines

  • 04

    Live Product: Successfully deployed "Conversation Starter" to both the Apple App Store and Google Play Store

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