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Jev Routes and Scores Agent Work

Jev picks a model, runs a worker, scores the result, and gates tool calls. Each decision ships a small state object rather than the transcript.

View on X cost$22.18 on a reasoning model before, $0.05 after
Carnage@0xCarnagee๐•
Jev made 973 decisions in one agent run and generated 0 output tokens doing it same run, same output: $22.18 on a reasoning model before, $0.05 after, and the frontier model was never asked once the loop: prompt โ†’ structured state โ†’ Jev picks the model โ†’ worker runs โ†’ Jev scores the result Jev gates the tool call deliverable each decision ships a small state object, not the transcript. that is why
Sep 20, 2026X postsView on X
In one agent run, Jev made 973 decisions and generated 0 output tokens. The author reports a cost of $22.18 on a reasoning model before and $0.05 after; the frontier model was never asked.

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