runtime-enforcement

A gateway that enforces instruction/data separation at runtime to protect agent systems from prompt injection attacks.

Introduces Faramesh, an open-source runtime enforcement layer for AI agent tool calls that checks policies before actions run, offering a solution beyond observability or LLM-as-judge.

This paper introduces a runtime execution model for autonomous agents that enforces 'Reconstructive Authority'—actions are only permitted if authority can be constructed from current state. It includes dynamic dependency resolution, a halt state for uncertainty, and a recovery loop integrating drift detection.