A five-step loop for wiring Jev into an agent to speed it up
The author argues against bolting Jev on directly: first trace the decisions an agent repeats fifty times an hour, then route those through Jev with model fallback and verification.
Bolting Jev onto your agent does nothing. The speed comes from finding the decisions your agent makes fifty times an hour and routing those on purpose. Faster loop = Trace + Jev Routing + Model Fallback + Verification 10% - trace it. Log every model call, tool action, retry, latency and cost. You cannot route what you have not measured. 24% - group the repeats. "Use a tool?" "Retry?" "Is this done?" Write down the correct answer for each one. 56% - hand those to Jev with the relevant state and clear criteria. No more shipping the whole conversation to a deep model to decide whether to retry. 82% - set confidence thresholds. Anything uncertain or new goes back up to the deep model. 100% - verify and compare. Loop time, cost and error rate against your baseline. Jev takes the repeats. The deep model takes the hard problems. Verification catches a bad route before it turns into a bad action. Full loop below ↓
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