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Kev: Tiny Jev-like family of decision models built on top of Qwen3.5

462 points · 211 comments · tosh

  1. mugul · · focus · HN ↗
    Quite impressed by the energy people are putting into making OSS Jev-like models.

    I understand the hype but I wonder: what are the use cases for this kind of model? Could it be used in the context of coding agents, or is it more relevant in totally different situations?

    1. yogthos · · focus · HN ↗
      Classifiers can be very useful for guiding the agentic loop which is basically a state machine. You have the agent propose a task, write some tests, write code, run tests, tests fail, write more code, go to acceptance, etc. So, a classifier can judge state transitions and decide what the agent should do next for example.
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