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AI Decision Layer

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Sep 22, 2026 · Artificial Intelligence

Jev: TypeSafe's System One Model Adds High-Speed Decision Layer to Java Agents

TypeSafe's Jev model provides structured probabilistic decisions (Choice, Noul, Score) via HTTP API with ~100ms latency and low cost, enabling Java agents to offload high-frequency classification tasks from LLMs, with Spring RestClient integration code and confidence-based routing examples.

AI Decision LayerChoice Noul ScoreJava Agents

0 likes · 12 min read

Jev: TypeSafe's System One Model Adds High-Speed Decision Layer to Java Agents

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Sep 19, 2026 · Artificial Intelligence

Jev: The 'Smart If' Transforming AI Product Decision Layers

Jev introduces a decision-layer AI that outputs typed judgments (yes/no, category, severity) with probabilities instead of text, enabling developers to replace fragile semantic conditionals with reliable, low-latency control-flow primitives for routing, classification, and risk assessment.

AI Decision LayerAI product architectureJev

0 likes · 25 min read

Jev: The 'Smart If' Transforming AI Product Decision Layers