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Agent Beacon is an open-source runtime security tool that records and normalizes AI agent activity across different harnesses, enabling real-time security monitoring and detection.
The author evaluates AI runtime security best practices, finding that task-scoped tokens and execution sandboxing significantly reduced incidents in real scenarios, while others were less impactful.
Sentinel Gateway introduces a dedicated security control layer for autonomous AI agents, enforcing authorized instructions, execution governance, behavior monitoring, and full accountability to prevent unintended actions.
Adrian is an open-source AI agent runtime security monitoring engine that detects anomalies by jointly analyzing the agent’s behavior logs and reasoning chain, improving accuracy by 35% over behavior-only checks. It supports LangChain integration with a two-line SDK.