devwithjev
reading now views
Submit a build

Routes Support Tickets with Jev

AI engineer Dave uses Jev in Python to classify support tickets and make typed decisions instead of relying on prompt-heavy JSON. The workflow combines routing, urgency, and escalation in one call.

Chonsy@0xChonsy𝕏
AI engineer Dave shows how to use Jev in Python for typed AI decisions instead of prompt-heavy JSON: • 0:00 - classify support tickets in Python • 6:00 - turn text into Choice, Score + Noul • 10:13 - compare Jev vs Claude on speed + cost • 11:56 - get routing + urgency + escalation in 1 call • 14:33 - use Jev for decisions, Claude for reasoning This is what Jev engineering in Python actually looks like Bookmark this if you’re moving AI logic out of giant prompts
Sep 23, 2026X postsView on X
The walkthrough compares Jev with Claude on speed and cost. It uses Jev for decisions and Claude for reasoning.

Also filed under Triage & routing

  • How to Build Things with Jev & OpenJevs

    How to Build Things with Jev & OpenJevs In this video, we build a model router using both the API-based original Jev and also using Semif. ‍ Github: code will be up in ...

  • Jev is HERE. How to use it

    Jev is HERE. How to use it In this episode, I talk with Ryan Vogel about Jev, a new type of AI built for classification. Ryan shows how Jev takes an input plus ...

  • Jev-Shaped Classification Wrapper

    jevper is a Jev-shaped classification wrapper over OpenAI-compatible clients that returns probabilities and confidence.

  • Local Jev Protocol Multi-Upstream Router

    jev-switch is a local multi-upstream router for the Jev protocol with a Rust backend and React interface.