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evidence-based-hiring

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dolevhayut / resurface

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TypeSafe JEV resume screening: LLM writes the questions, JEV (System One classification model) answers them for every resume in your ATS with the exact evidence line. 8× faster, 31× cheaper than an LLM.

nextjs typesafe decision-model ats resume-parser recruiting claude classification-model hr-tech resume-screening candidate-matching ai-recruiting evidence-based-hiring talent-rediscovery jev system-one typesafe-jev jev-latest llm-vs-classifier openai-decisions-api
  • Updated Oct 3, 2026
  • TypeScript

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