#125 Robin: Jev Makes Claude Code Faster and Cheaper by Handling the Decisions Claude Shouldn’t Waste Tokens On
Episode 17 min 52s

#125 Robin: Jev Makes Claude Code Faster and Cheaper by Handling the Decisions Claude Shouldn’t Waste Tokens On

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What if Claude Code stopped using expensive models for every tiny decision? Jev is a fast decision model from TypeSafe AI that handles routing, classification, ranking, and other repetitive choices while Claude focuses on reasoning, coding, and writing. Pasted markdown

We’ll talk about:

  • Why Jev Is Different: It returns typed decisions like yes/no, choices, and scores instead of generating long answers.
  • Jev + Claude Code: How to connect it through TypeSafe or OpenRouter and use it as a lightweight decision layer.
  • Automatic Model Routing: How Jev can send simple tasks to cheaper Claude models and reserve Opus or Fable for harder work. Pasted markdown
  • Skill Selection: How Jev can quickly choose the right skill from a large Claude Code library.
  • Business Automation: Where Jev fits best — high-volume tasks like lead classification, support routing, spam detection, and risk scoring. Pasted markdown

Keywords: Jev, TypeSafe AI, Claude Code, Claude Opus 5.5, Claude Haiku 5.5, Claude Sonnet 5.5, OpenRouter, AI Model Routing, AI Agents, Classification Model, Token Savings, Business Automation.

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