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 2.5 Flash: Vizuara's 111-pod benchmark
Vizuara tested Jev vs Gemini 2.5 Flash across 111 AI learning pods: Jev took 341 ms vs 949 ms for Gemini. Both found the same RL pod. Live demo available.
341 ms to find your next AI learning pod. Dr. Rajat Dandekar and the Vizuara team tested Jev vs Gemini 2.5 Flash across 111 pods: 341 ms vs 949 ms. Both found the same RL pod. Results vary, but the demo is live. https://pods.vizuara.ai
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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.
