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Simon Case + AI Network

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Insights & Updates

Thoughts on AI-native development, building products efficiently, and lessons learned along the way.

Case Study
Jan 10, 202610 min read

43,146 Lines in Two Days: A Transparent Case Study

Git-verified analysis of what one founder achieved across three projects in ~14 hours. Includes honest caveats and limitations.

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Methodology
Dec 15, 20248 min read

Introducing the Agent Excellence Framework

After 2 years of building with AI coding assistants, we've codified what works into a systematic methodology.

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Case Study
Dec 8, 202412 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.

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Lessons
Dec 1, 20246 min read

5 Mistakes We Made Learning AI Development

Lessons learned the hard way so you don't have to.

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