Gauntlet
Autonomous agents face a fundamental challenge in production: The Action Hallucination Problem. When giving an LLM direct API access to Gmail, Calendar, or enterprise systems.
Core trick
Validates each proposed LLM action against a schema and user confirmation before executing calls to Gmail or Calendar.