The post argues that simply bolting Jev onto an agent does nothing; speed comes from finding the decisions your agent makes fifty times an hour and routing those on purpose. The faster loop is Trace + Jev Routing + Model Fallback + Verification, starting by logging every model call, tool action, and retry.
Bolting Jev onto your agent does nothing. The speed comes from finding the decisions your agent makes fifty times an hour and routing those on purpose. Faster loop = Trace + Jev Routing + Model Fallback + Verification 10% - trace it. Log every model call, tool action, retry,
Gregor Zunic showcases an open-source browser agent combining Browser Use and Jev, finding flights in 7 seconds for $0.0039, using a new action space per step, DOM state space, and small LLM fallback for typing.
Scott Williams predicts custom Jev-style models (parallel constrained decoding) will make existing company agent systems more token efficient, creating millionaires.
The user praises the JEV model for its extremely fast reproduction of each movement and command, believing bots will become smarter as a result.
