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Saved February 14, 2026
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The article details Mike's journey of developing a mobile app called Leafed, a book search engine. He shares insights on using AI tools for planning and feature development, the importance of real device testing, and the practical costs involved in app development.
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The author shares their journey of building a mobile app, Leafed, a book search engine, emphasizing the lessons learned along the way. They stress the importance of not just coding but knowing what features to avoid shipping. Their breakthrough came when they used the Cursor Agent "Plan" feature to create a detailed launch checklist that guided their development process. This checklist included a 12-phase roadmap, feature flag systems, and automated deployment scripts, transforming how they approached the project.
Using free APIs and GitHub resources, the author found tools that significantly cut down development time. They highlight the value of building on existing solutions rather than starting from scratch. For cross-platform development, they chose React Native with Expo, allowing them to write code once and deploy it on both Android and iOS. Expo's features like web-based testing, automated builds, and easy APK generation streamlined their workflow.
The author also discusses the practicalities of real-world testing, emphasizing the importance of distributing APKs for actual user feedback rather than relying solely on emulators. They detail their expenses, including a $20 monthly fee for Cursor Pro and $25 for a Google Play developer account, totaling around $75 upfront for Android development. The experience taught them about the friction users face, such as adjusting device security settings to install apps outside the Play Store.
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