10c · Gemini proposes, Jev picks

10 · Jev + Gemini · demo 3Gemini proposes, Jev picks

Blog commenta reader's question

🤖 Gemini proposes3 replies, as data

Jev scorescurt

0.50

Jev scoresfriendly

0.74

Jev scoresdetailed

1.00

highest
score?

Best reply"detailed", picked by our code

1 · GEMINI PROPOSES 3 REPLIES, AS DATA

const { output } = await generateText({
  model: "google/gemini-3.8-flash",
  instructions: "Write 3 replies: curt, friendly, detailed",
  prompt: comment,
  output: Output.object({ schema: repliesSchema }),
});
// always three replies as data: no text to parse

2 · JEV SCORES THEM, IN PARALLEL

const questions = {
  quality: score("How helpful and polite is this reply?", levels),
};
// 3 calls at once: the time is the slowest one, not the sum
const results = await Promise.all(replies.map((reply) =>
  jev.systemOne({ state: `${comment}\n${reply}`, questions })));

3 · OUR CODE PICKS THE BEST

const scores = results.map((r) => r.answers.quality.score / 3);
// [0.50, 0.74, 1.00] → best: "detailed"

Instead of fixing one draft, Jev picks the best of three.