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jevflow

Mawfyy/jevflow

Probabilistic AI decisions as composable, deterministic backend primitives.

Infra / SDKs / Integrations67%Runner-up: Verification & GuardrailsQuestionnaire

What it is

JevFlow is a TypeScript library for backend developers to define typed probabilistic judgments (noul/score/choice) and compose them into deterministic threshold workflows that return an ordered, explainable action set instead of side effects.

How it uses Jev

JevFlow uses Jev/System One as the default provider to evaluate declared decisions on input state. The provider batches independent decisions into a single systemOne request, returning calibrated probabilities, scores, or choices that workflows compare against explicit thresholds to produce matched rules and actions.

Primitives:choicescorenoul

Technique worth stealing

Separate probabilistic model answers from deterministic policy thresholds, returning an inspectable action plan rather than executing side effects.

Try it

pnpm add @jevflow/core @jevflow/provider-jev; set TYPESAFE_API_KEY; run pnpm examples:payments for a deterministic mock example.

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.73
  • Shows a System One patternyes0.94
  • Handles uncertaintyno0.28
  • Measuredno0.05
  • Runnableyes0.90
  • Worth recommendingyes0.63
  • Model replicano0.03
  • Problem scopescore on a 0–2 scale1.50
  • About Jevyes0.98

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 23 Sept 2026.