Brakes Let You Go Fast: Balancing Acceleration and Safety for AI Agents

John Feminella, writing for Dev.to, explores the critical challenge of deploying autonomous AI agents in enterprise environments. As agents gain the ability to execute operations at high speeds, organizations must implement robust controls to ensure safety without stifling innovation. Feminella outlines five essential strategies used at Two Sigma to manage these risks: maintaining an agent registry for visibility, implementing risk scoring based on agent purpose and tools, enforcing egress controls via proxies, establishing shared evaluation frameworks to ensure consistent performance, and utilizing auto-mode classifiers to reduce human intervention. By building these guardrails, enterprises can allow agents to operate at machine speed while maintaining necessary oversight. The article emphasizes that successful organizations must engineer controls that keep pace with agent capabilities, ensuring that safety measures act as enablers for speed rather than obstacles to progress.