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IndependentChecked 2026-09-21·jev-1.13.0

Jev Architecture Patterns

Reusable ways to combine bounded judgments with deterministic application code.

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Jev Fan-Out: Ask Many Questions in One Call

Share one state across independent and speculative questions.

Confidence-Gated Routing with Jev

Use the answer to choose what and confidence to decide whether to act.

Composite Scoring with Jev

Break a broad judgment into atomic scores and combine normalized results with explicit weights.

Intent Routing with Jev

Classify a request into approved handlers, then gate routing with confidence.

Jev + LLM Cascade: Use Jev Before an Expensive Model

Send bounded decisions to Jev and reserve generation for the handler that needs it.

A useful starting point

Begin with one well-defined judgment. Add batching, routing, and composite scoring only when the application needs them. Keep weights, permission checks, and side effects in code.

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