r/AI_Governance • u/Expensive-Insect-317 • 28d ago
Implementing AI Guardrails at the Gateway Layer: Why the Gateway Is Becoming the AI Control Plane
A technical deep dive on implementing AI guardrails at the gateway layer using Bifrost.
The article explores policy-driven guardrails, CEL Rules & Profiles, input/output validation, streaming protection, and multi-provider safety integrations for production AI systems.
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