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Simon Case + AI Network

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Case StudyJanuary 8, 202512 min read

How We Built Family Hub in 60 Days

The complete story of building a 137K line codebase with one person and AI assistants.

Family Hub started as a personal frustration: why is it so hard to organize a modern family? Calendar conflicts, forgotten tasks, communication chaos—the tools that exist are either too simple or too complex.

Day 1-10: Foundation

The first phase was all about architecture. Before writing a single line of code, we spent ten days:

  • Defining the product vision and core user stories
  • Establishing the tech stack (Flutter, Firebase, Riverpod)
  • Creating architectural patterns and documentation
  • Setting up the development environment and CI/CD

Day 11-40: Core Build

With foundation in place, development accelerated rapidly. Using the Agent Excellence Framework:

  • Built 128 unique screens
  • Implemented 93 services
  • Created comprehensive state management
  • Developed real-time sync infrastructure

Day 41-60: Polish & Launch Prep

The final phase focused on quality:

  • Comprehensive testing across devices
  • Performance optimization
  • Security audit and fixes
  • App store preparation

By The Numbers

The final statistics tell the story:

  • 137,000+ lines of code
  • 128 screens
  • 93 services
  • 60 days elapsed
  • 1 founder (non-developer)
  • <$1K in subscriptions & tools

Lessons Learned

The biggest insight: AI doesn't replace thinking, it amplifies it. Clear requirements, solid architecture, and consistent patterns turn AI from a liability into a superpower.

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