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Jev Explained: AI That Only Makes Decisions
Tomi Tokko demonstrates how TypeSafe AI's Jev model evaluates GitHub issue descriptions to classify responsible teams, score severity, and return decision probabilities via Vercel AI Gateway.
Original by Code With Tomi Getting started Beginner 8 min 1 sec Published 24 September 2026
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What you’ll find in the video
Jev functions as a decision model supporting discrete choices, scale scores, and boolean probability outputs instead of generative text. Developers can access Jev through the Vercel AI Gateway to route requests when direct platform signups are unavailable. Jev is designed to act as an automated decision layer upstream of generative coding models rather than replacing full LLM workflows. Worth knowing The author's performance and cost observations reflect an unbenchmarked demo application rather than formal, controlled evaluations.
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