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GATEAgents & automation

Jev Pattern for LLM Agents

This project introduces the Jev pattern, which separates AI decision-making from code execution by having the AI return a typed decision with confidence, allowing deterministic code to act based on that confidence level.

SignalLet code control the action."

Most LLM agents break because the AI decides AND acts — with no confidence. J The Jev pattern (TypeSafe "System One"): ① AI returns only a typed decision + confidence ② Code acts deterministically (≥0.8 → auto, else human) "Let AI decide. Let code control the action."