Dev.to
7/12/2026

We Did Not Define Our Category — We Ran a Gym Until It Defined Itself
Short summary
A founder describes running 9 autonomous open-source AI agents operating a real fitness studio in Dongguan, China for 120 days. After 84 months of prior physical business operations, they discovered no existing category describes their system. They argue categories are defined by building and operating, not pitch decks, and identify their category as a verification layer for physical business behavior.
- •9 autonomous AI agents ran a real fitness studio for 120 days
- •Category emerged from operations, not from a predefined concept
- •Independent convergence with Anthropic and Jack Dorsey on verification-layer architecture
Generated with AI, which can make mistakes.
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