Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Using Jev to Verify App Reviews
In the example, after rewriting the review as a verifiable statement, Jev gives 98% true. Tip: write it as a statement that can be true or false, not "what's wrong?"
Example: triaging app reviews. Review: "App crashes every time I open the camera screen. Uninstalling." Noul: "The review reports the app crashing or freezing" Jev: 98% true. Tip: write it as a statement that can be true or false, not "what's wrong?"
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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.
