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Policy Forge: Agentic AI Governance Policy Forge (Forge) is an open-source framework for the "Agent-Native" era. It provides the Contextual Governance and machine-readable logic required for AI agents to operate autonomously and safely. Key Pillars for Agentic AI Machine Readability: Uses structured schemas (JSON/YAML) to eliminate "context drift" and reduce token waste for LLMs. Guardrailed Autonomy: Defines strict "Policy-as-Code" boundaries, ensuring agents stay within operational limits. Shared Truth Layer: Provides a consistent set of machine-readable constraints for multi-agent orchestration. Deterministic Logic: Replaces "black box" guessing with auditable, traceable logic trees. Security & Enforcement Forge bridges the gap between human policy and execution. It translates governance into machine-enforceable rules compatible with OPA and CI/CD scanners, allowing for automated "intent" validation.

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brianluby

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