devwithjev
— reading now— views
Submit a build

TRENCHNET Wallet Activity Triage

TRENCHNET uses Jev to decide whether wallet activity should be skipped, flagged, or investigated. A graph checks which wallets regularly move together, Astra handles deeper analysis, and Telegram delivers alerts with transaction links.

Logics@immortalhowwl𝕏
Diogo Almeida, founder of TypeSafe and former OpenAI researcher: Jev Engineering. Imagine your entire agent team costs $500 a year. You used to budget $19,000 for the same workload. The savings are simple: Jev from TypeSafe handles routine decisions. The expensive model only gets called when a deeper analysis is needed. Here’s how I divide the roles in TRENCHNET: > Jev decides: skip, flag or investigate. > The graph checks which wallets regularly move together. > Astra handles the deeper analysis. > Telegram delivers the alert with transaction links. A wallet buys. Another follows. Both buy ag
Sep 22, 2026X postsView on X
The post says the more expensive model is called only when deeper analysis is needed. It contrasts an illustrative $500-a-year agent team with a former $19,000 budget for the same workload.

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.