有機開発
Organic Development
Humans and machines, moving as one unit. A methodology for the AI era.
AI changed the execution layer. The remaining bottleneck is judgment.
Waterfall, Agile — methodologies that answered the questions of an era when AI didn't exist.
Today, code is nearly free to generate. The hard part is deciding what to build, why, and for whom.
Organic Development separates judgment from execution — then binds them again.
These two, moving as one unit.
Documents are the principal asset; code is the output AI generates from them. 292 documents supported SPF.
Don't command AI — treat it like a sharp new hire. Pass context. Share judgment.
Rules that aren't written down don't exist. Surface the implicit, and neither AI nor humans lose their way.
AI replaces coding. What it can't replace: design, trade-offs, and priority judgment.
Humans focus on 10% — judgment. AI carries 90% — execution. That's the equation that lets one person move 100K lines of code.
This essay is the introduction. The full Working Paper (~4,500 words) is permanently archived on Zenodo.
Critique, citation, improvement — welcome.