
Tech
Picking a New Task's Project in 200 ms: Jev vs Claude on 53 of My Tasks
Introduction
Open Walnut is a self-hosted web app for running Claude Code sessions. Every session sits on a task, and the task board shows which sessions are running and which are waiting for you. When you type a new task, Walnut tries to fill in its project, priority and pinned tier while you are still typing.
Since September 2026 those guesses can come from Jev, a decision-only model from TypeSafe AI, instead of a Claude model. On 53 of my own tasks with a known project, Jev picked th...
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