devwithjev
reading now views
Submit a build

Jev Routes Support Decisions

Jev makes typed decisions that include a probability distribution, confidence score, route, and signed receipt.

View on X cost$0.0011 per decision · ~$0.33 saved vs human triagetime~80ms each
Francesco@francescoinweb3𝕏
this is what a decision layer looks like when your LLM stops making the cheap calls every task a typed decision a probability distribution, a confidence score, a route, and a signed receipt. ~80ms each. watch the gates do the work: "charged twice, wants the $49 back" refund_full 0.77 AUTO "delete everything + i'm disputing the charge" 0.46 ESCALATE legal-ops, human assigned $0.0011 per decision · ~$0.33 saved vs human triage. jev decides. skills + repos execute. the model only writes when it actually has to
Sep 23, 2026X postsView on X
It routes a refund request at 0.77 to AUTO and a deletion-and-dispute request at 0.46 to legal-ops with a human assigned. Skills and repos execute, while the model writes only when needed.

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.