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Autonomous Loop

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Autonomous Loop is a self-hosted Continuous Improvement Operating System designed for air-gapped AI factories. It enables organizations to continuously monitor, evaluate, govern, and improve AI applications through observability, data drift detection, human review workflows, autonomous improvement agents, and intelligence lifecycle management while keeping models, data, and operations under full control.

AGPL3 roxanneardary self-hosted AI ai-factory-os data analysis Drift-Detection human-in-the... hitl autonomous-a... localhost open-source open-source-... SDD specification spec-driven-... specificatio... SBL

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Created on

July 10, 2026

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