THE OFFICIAL JEV GATEWAY|18.4MS EDGE REFLEX LAYER| 65% API COST REDUCTION
DEFINITIVE ARCHITECTURE SPECIFICATION • 2026

What is a JEV Gateway? The Reflex Architecture for AI Agents

A JEV Gateway is an edge reverse proxy that provides a fast, deterministic reflex layer for autonomous AI coding agents (Cursor, Claude Code, Windsurf). Powered by TypeSafe JEV System One models, it short-circuits mechanical tool loops in 18.4ms at $0.0001 per decision.

Pillar 1

18.4ms Edge Reflex

Deterministic actions (git commands, terminal checks, file reads) resolve in sub-25ms before upstream 200B+ models are invoked.

Pillar 2

Zero Token Waste

Eliminates the cost of repeatedly feeding 14,000+ workspace context tokens to frontier models for trivial deterministic choices.

Pillar 3

100% Drop-In Compatibility

Standard OpenAI (/v1/chat/completions) and Anthropic (/v1/messages) endpoint wire formats.

Pillar 4

Transparent Upstream Fallback

When complex reasoning is required, prompts pass through instantly to Claude 3.5 Sonnet or GPT-4o with zero interference.

Architectural Comparison: JEV Gateway vs. Traditional Routers

Architecture FeatureJevProxy (JEV Gateway)Vercel AI GatewayPortkey / LiteLLM
Primary MechanismNon-Autoregressive System 1Autoregressive Model RelayModel Fallback & Retry
Deterministic Tool Latency18.4 ms1,200 ms - 2,400 ms1,400 ms+
Cost per Tool Decision$0.0001$0.0150+ (Token billing)$0.0150+ (Token billing)
Context Prefill OverheadBypassed (Zero prefill)Full context re-evaluatedFull context re-evaluated
Cursor / Claude Drop-InYes (1-line Base URL)Requires SDK wrapperRequires SDK / headers

How to Integrate the JEV Gateway in 60 Seconds

JevProxy acts as an OpenAI-compatible reverse proxy at https://api.jevproxy.com/v1.

// 1. Official CLI Runner:
npx jev-gateway run "cursor . --agent"
// 2. Python SDK Drop-In:
from openai import OpenAI

client = OpenAI(
    base_url="https://api.jevproxy.com/v1",
    api_key="jev_live_YOUR_KEY"
)

Experience the 18ms JEV Gateway

5,000,000 free tokens included. Slash latency across Cursor, Claude Code, and custom autonomous agents.