CalibratedDecisions.

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A review of Jev for AI workflows

Fast, structured decisions, with the vendor's own figures quoted.

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Ramarao Kadiyala @broadrangeAI

Reviewing Jev: fast, structured decisions for AI workflows.

Vendor figures: 70–500 ms, $0.042/M input tokens, $0 output.

My takeaway: pair low-cost decisions with clear controls and measurable outcomes.

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The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

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