Why Prompt-Level Guardrails Miss Dangerous Tool Calls in TypeScript Agent Loops

Prompt-level guardrails can't stop dangerous tool calls in TypeScript agent loops because risk emerges across multi-step trajectories, so developers need runtime monitoring of agent actions like the trajectory-based detection approach Snowflake researchers propose.