Jev in production › Agent guardrails and approvals
Jev arbitrates streaming RAG output against retrieved context in a Streamlit harness; author claims sub-150ms execution per check (author).
🛡️ JevGuard: Real-Time Arbitration Harness for Jev (TypeSafe AI)
JevGuard is a low-latency, real-time System-1 circuit-breaker runtime built explicitly around Jev — the specialized non-generative AI decision model developed by TypeSafe AI.
While conversational LLMs are designed to generate text (introducing 2–5 seconds of latency when used as evaluators), Jev is architected purely for software systems to output structured decision vectors and probability scores. JevGuard operationalizes Jev to arbitrate streaming RAG outputs against retrieved ground-truth context with sub-150ms execution times.
For the project's own README, linking back here: