# 4.1 System Overview

Autonomify positions MCP not as an auxiliary interface but as the underlying substrate that governs how agents perceive and act. The system establishes a continuous loop—observe, interpret, reason, execute, verify—where each stage inherits constraints and guarantees from the previous one. This closed-form design ensures that agents do not simply react to events, but instead maintain an evolving internal state, reconcile new information against historical trajectories, and select actions based on bounded uncertainty and explicit safety rules. The entire execution environment is deterministic, auditable, and cryptographically attributable.


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