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Jev decision grid: five typed answers in one batched call

Packs inbound state into one typed record, sends five Choice/Score asks to Jev in a single call, and gates each answer independently at 0.85 confidence — $0.42 per 10,000 states at 256ms median.

Flandermaxx
@FlandermaxxArchived 6 days agoOriginally posted 2026.10.22
Flandermaxx @FlandermaxxOriginally posted 2026.10.22
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WHOEVER LEAKED THIS JEV DECISION GRID SHOULD BE SETTING THE STACK I thought asking an agent five questions meant five prompts, five responses, five chances to drift. Apparently not. This grid's setup is much more interesting: → STATE packs the inbound case into one typed record, 15 walls and 600 cards indexed, no raw text crosses the boundary → QUESTIONS bundles 5 typed asks against the same state (Choice A, Choice B, Score A, Score B, Noul), no five round-trips, one call → JEV returns all 5 answers in parallel at 256ms median, no waiting on the first to compare against the second, no re-reading the state five times → GATE compares each answer's confidence against 0.85 independently, drops the ones below to review, forwards the rest to code → CODE acts on the batch per-answer deterministically, flags 6 cases where confidence tanked on question B while question A still passed clean so you get: States packed. Questions batched. Answers parallel. Gates independent. the interesting part isn't asking fewer questions. it's giving every state a grid where five answers come back in one shot. Instead of running 5 separate model calls at 5 round-trips each, you ask one batched decision at $0.42 per 10,000 states, 256ms median, output free, and the gate scores each answer on its own confidence. Pack the state. Batch the questions. Gate each answer.

This post quotes another post: “Long read: how to build a Jev-powered agent stack”

x.com/flandermaxx/status/2112989044573434101Archived 2026.10.22 10:07