Jev Improves Security Pipeline Results

Greg Pstrucha says his team used Jev in a security pipeline, where it was over 5x cheaper than the smaller models they had been using while maintaining higher accuracy.

Open source costover 5x cheaper

Greg Pstrucha@grichadev𝕏

these are results of using jev on one of our security pipelines. we already have to use smaller (and dumber) models to make it economic and this model does it over 5x cheaper, faster and while maintaining much higher accuracy. i don't normally hype over new model releases but that's the first one that actually impressed me. good job @typesafeai

Sep 17, 2026X postsView on X

He says the team used smaller models to keep the pipeline economical. He also says Jev was faster and that the release impressed him; he praised Typesafe AI.

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