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 LLMs: Decision signals vs language generation
A user asked about Jev vs LLMs this morning. Jev returns decision signals; LLMs generate language. Jev isn't an LLM replacement: use LLMs when a human needs to read the output, but Jev is an interesting option when software needs to consume it.
Question I got today morning - Jev vs LLMs? LLMs generate language. Jev returns decision signals. Jev isn’t an LLM replacement. If a human needs to read the output, an LLM makes sense but if software needs to consume the output, Jev is an interesting option. Different tools
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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.
