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Jev
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Developers are discussing an approach called Jev that splits AI agents into two distinct components: one brain that decides what to do and another that handles the writing or generation work. Proponents argue the separation makes agent behaviour more predictable and easier to debug, while others question whether the added complexity pays off in practice.
Repos
- browser-use/jev-ultrafast Fastest and cheapest web agent
- dzhng/jevgrep Find code by asking what it does. A CLI for coding agents that uses Jev to discover relevant files and source context.
- Contrastive-LM/CLM
- jaredpalmer/kev Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
- Mapika/decider A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated proba
- yibie/awesome-jev A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for
- anishfn/shapeshift An input that becomes what you mean: one text box that morphs into the right UI as you type. Powered by TypeSafe Jev, wo
- TianyuCodings/NanoJev A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.
- TheoLeeCJ/SemIf-OpenJev Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
- jev-chat/jev-chat-jarvis 装在手机上的对话副驾：在 QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。
- jarrodwatts/jev-trader One AI trade decision every Monad block. Jev on Kuru MON-USDC.
- tamaratran/fast-jev-compaction Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one
- egma-ai/jev-code-reviewer Review behavior, not just diffs. Jev prioritizes human attention; OpenAI explains the changes. Local CLI + agent skill +
- Parcha-ai/agentrun The Agentrun Workflow DSL
- Rizzo-AI-Academy/rizzo-flow The open, local take on Jev: typed decisions from an LLM, without generating a single token
- v-modal/awesome-jev-tools A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
- wfzyx/von The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
- nokia-applied-research/AnyJev Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welc
- heyjunpenn/awesome-jev A verified, community-maintained catalog of 916 open-source projects built with Jev.
- kerpopule/hermes-jev-skills Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude