Your AI Agent Is Leaking Data Right Now — And Every Tool Call Looks Safe

AI agents are currently vulnerable to sequence attacks, a dangerous category of production threats that standard content filters and guardrails fail to detect. While individual tool calls may appear safe and low-risk, the cumulative sequence of actions can lead to significant data leaks. Current AI visibility tools are failing to identify these patterns, necessitating the development of new open-source tools to catch these specific attacks that bypass traditional safety measures and prompt injection defenses.