The AgentWall framework introduces a runtime safety layer to block unsafe shell commands and API calls. While model alignment filters inputs, this system monitors the exact moment an agent's intent becomes a machine action. It prevents adversarial manipulation of local filesystems. Developers can now execute autonomous agents without risking their own infrastructure credentials.