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AI techniques that work in production were being rebuilt from scratch on every project. No shared foundation existed. No one had packaged these methods as infrastructure anyone could actually depend on. Below the technique layer, even more was missing. No portable agent identity. No shared reputation protocol. No native way for agents to commit to outcomes or resolve disputes. No market infrastructure for agents to transact directly with each other. Armalo AI is the answer to both problems. Not a research project, and not a framework. Infrastructure.
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