Authentication for autonomous agents remains a critical security gap. New frameworks now enable AI agents to manage credentials without exposing raw keys to the model. This shift prevents catastrophic data leaks during agentic workflows. Developers can now deploy autonomous systems with granular, time-bound permissions instead of static API keys.