Jev ecosystem projects — page 33

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A verification layer for AI evaluations. Checks the instrument, not just the score: data, scorer, runs, numbers, claims, and itself.

Don't blindly replay a dead-letter queue. A local-first CLI for inspecting, analyzing, classifying, and safely recovering failed messages — RabbitMQ and Redis Streams today, Kafka and SQS planned.

A telegram bot which uses machine learning to detect spam messages

The decision layer for LLM apps

If I'm doing anything interesting, it's here.

gangsta discord bot ᕦ(+_+;)ᕤ

/fc for Claude Code: shrink old tool output in about a second — Jev keeps what's still needed, every cut saved to a file. Your /compact stays untouched.

An unofficial, provider-neutral Unix client for Jev from TypeSafe AI. Written in Go.

outcome-aware & adaptive model routing for coding agents with deterministic cache powered by Jev

Jev-LCT: Open System-One Decision Engine with Free Calibrated Confidence from Recurrent Trajectories

Emoção da fala em tempo real: transcrição ao vivo com Gemini 3.5 Transcribe Live e seis emoções avaliadas pelo Jev (TypeSafe) a cada 0,5 s. Projeto aberto da illumi.

Browser driving game that captions dropped road images locally, then uses Jev Choice answers to drive the car while code owns physics and timing.

Jev-like decisions. Strong C++ types.

Tests, calibration audits and failure-mode studies of Jev (TypeSafe System One): jaggedness, consistency, injection, abstention.

Awesome Jev: an evidence survey of Jev and Jev-like typed decision models — calibration, selective control and open implementations, with a searchable literature site.

Jev agent authorization for MCP tool calls: Kinde identity and permissions plus Jev's typed, calibrated decisions, checked server-side before every call runs

A helper which use JEV to play ra2web(WannaFire Version)[王二火大]

利用 jev 刮削音乐元数据,风格,语言

Claude Opus 5.5 with the effort level re-decided every step by the TypeSafe Jev reflex — without breaking the prompt cache. CLI + Claude Code plugin.

Fast System-1 Decision, Arbitration & Safety Engine for Autonomous AI Agents (Powered by TypeSafe Jev)

Any chat model, any engine (SGLang, vLLM, transformers) as a Jev-compatible probability decision service: one prefill, one label token

ReflexBench — open benchmark and evaluation harness for System One models and typed decision engines

Curated list related to System One