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WHAT-THE-JEV / RESOURCES

Use Cases

Decision models and the ecosystem taking shape around them.

Use Cases

01

Jev Trader (jarrodwatts)

An experimental Monad trading bot that asks Jev for one buy-or-sell decision per block.

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02

QuantDinger (OpenByteInc)

An open-source AI trading OS with Jev as one optional pre-trade decision gate.

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03

Hermes Jev Skills (kerpopule)

Eleven Jev-powered agent skills for Hermes, Claude Code, and Codex.

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04

jev-ultrafast (browser-use)

Official Browser Use agent making one Jev decision per cycle, with an LLM only for text entry.

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05

toolgate (RiskAverseTech)

Calibrated firewall for agent tool calls: seven Jev questions map through thresholds to allow/ask/deny verdicts.

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06

Inbox Zero (elie222)

Open-source email assistant using Jev as an optional classification backend for sorting and filtering.

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07

JEV Paper Radar (Eliot5566)

Daily radar screening the full arXiv feed with one Noul question per declared interest; author-reported figures.

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08

HA-Jev (AboveColin)

Home Assistant integration exposing Jev questions as sensors and actions, with 25 blueprints and a spend dashboard.

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09

JevTown (NevaMind-AI)

Pixel-art town simulation engine where Jev picks actions from engine-defined options; LLM handles dialogue. MVP stage.

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10

jev-tetris (thelau)

Plays Tetris with Jev under controlled measurement; a 23-line regex baseline beat the model in its own tests.

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11

Milvus bootcamp: Search with Jev

Nine official Milvus notebooks using Jev for judgment calls across a RAG pipeline, with pymilvus reranking merged.

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12

DeepEval (confident-ai)

Pytest-style LLM evaluation framework whose JevEval metric delegates scoring to Jev for calibrated probabilities.

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13

Semantic Router (aurelio-labs) (same-paradigm reference)

Pre-Jev decision layer routing via encoder similarity in tens of milliseconds; currently being rewritten for 1.x.

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14

RouteLLM (lm-sys) (same-paradigm reference)

Framework routing traffic between strong and weak models by difficulty; 85% cost savings officially self-reported.

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