The Good Tech Companies · Sep 25, 2026 · 10:08
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This story was originally published on HackerNoon at: https://hackernoon.com/before-you-hit-send-building-a-reply-co-pilot-on-typesafes-jev-deployed-on-cloudways-velocity.
Learn to build a reply co-Pilot on TypeSafe's Jev, deployed on Cloudways Velocity.
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It isn't a chat model. You send it a state and a set of typed questions, and it returns typed, calibrated answers directly in the form of a choice, a score, or a probability. There is no lengthy wall of text, and certainly no need to programmatically parse one to find a single-word answer.
We built a small live co-pilot on top of it. A support agent types a reply, and four separate judgments about that reply update while they type, before the message ever sends.
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