Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
User Tests TypeSafe Jev: State and Questions Drive Fast Evaluations
The author shares a first experience with TypeSafe Jev: describe the situation in State, pre-write evaluation criteria in Questions, and Jev evaluates accordingly with very fast responses. A complaint-handling example is attached, noting it works fine in Japanese.
Jevを触り始めました。 State… 聞きたい状況 Questions…評価をしたい内容 Questionsで評価する内容を事前に書いておいて、Stateで問い合わせると、Questionsに沿って評価をしてくれる。確かにレスポンスはめちゃ早い！ 添付はクレーム処理の事例（日本語での実施でも問題なさそう #TypeSafe #Jev
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Training an MLP on Qwen 4B to Replicate Jev Behavior
The author shares an open-source project openjev that trains an MLP on qwen 4b to work like Jev, with a Hugging Face link. Link
Swapping an agent's tool-calling reasoning with Jev
The author shares replacing an agent's tool-calling reasoning with Jev, using Fable, Astra, and Opus; early results show drastic savings with very close results, with a demo video promised.
