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Taming Non-Determinism: Deterministic Guardrails for Unpredictable AI Agents
예측 불가능한 AI의 무질서함을 제어하는 결정성 가드레일 구축법
Why it matters
LLMs' inherent non-determinism poses critical production risks—from API misuse and sensitive data leaks to runaway cloud costs. This article demonstrates how to implement a deterministic guardrail layer using FastAPI middleware, enabling engineers to enforce compliance and safety policies independently of the agent's behavior.
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LLM safetyFastAPI middlewareAI governancePII maskingguardrails