Orchestration framework leverages filesystem-backed repositories, improving AI coordination and safety across deployments.
A filesystem-first architecture for multi-agent AI orchestration using Git-backed repositories as the sole coordination substrate. Composes hierarchical delegation, distributed behavioral contracts, progressive harness engineering, and a co-evolving safety layer into a zero-infrastructure system. Validated across four production deployments over fourteen months.
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Joshua Sprague (2026) studied this question.
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