Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Jev vs Gemini: A/B Test on 300 Customer Requests
The author tested Jev and Gemini on 300 customer requests. Asking more questions cut the agent from ~7 model calls to 3 and made both models more accurate. Jev also showed a nearly 4x better trade-off when filtering wrong answers.
1/7 I tested Jev and Gemini on 300 customer requests. Asking MORE questions cut the agent from ~7 model calls to 3, and made BOTH models more accurate. But Jev also had a nearly 4x better trade-off when filtering wrong answers. Then Gemini hit a limit that had nothing to do
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More like this
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.
