Applications for Jev — page 17

PT-BR-first, local decision engine for typed decisions at volume.

Find the LLM calls you should move to JEV — scan logs & code for decision-shaped calls, price the migration, calibrate decision models, generate the migration PR. Zero deps, fully local.

Pick a set, state a criterion, let Jev sort it into tiers.

Jev-compatible adapter for vLLM: use any vLLM-served LLM for Choice, Score, and Noul decisions via logprobs—without modifying the model or vLLM service.

Add as much tabular data as you want to JEV using adaptive ensembles that learn to query only the rows and columns needed.

Copy the most winning ads and have a synthetic focus group.

基于 Jev 的 A 股 T+1 决策台：盘前预选 + 交易时段全程决策 + 本地概率模型 + 严格成本回测 + QMT 桥接（默认不下单）。1 万本金影子盘记录中；策略未证实正期望（README 有全部数据）。

Experiments with TypeSafe/Jev semantic gates and a Semantic Operations Lab demo.

Pareto-optimal menu picks on cost, macros, deliciousness, and reviews — with TypeSafe/Jev scoring and a fixed output schema.

Jev Bayes, No? Testing TypeSafe AI's Jev against Bayesian-optimal strategies, and testing if Jev can effectivly use Bayesian priors.

Real-time reflex layer for Claude Code guarded by TypeSafe's Jev System One model: calibrated probabilities in, deterministic allow/warn/block decisions out.

Automated friction logs for online documentation, scored section by section with TypeSafe Jev

⚖️ Judge git commits with Jev: is it breaking, does it deserve attention, and does its message tell the truth?

Classify Hugging Face datasets across typed semantic dimensions with TypeSafe Jev System One.

Semantic task routing for software development, powered by Jev.

Jev-style /v1/systemone API in front of any OpenAI-compatible LLM server (one-token logprob scoring, MIT)

Local console + CLI for TypeSafe's Jev (System One) model: send a state and typed questions, get calibrated probabilities back.

An evidence-graded deep dive into Jev (TypeSafe AI's System One model): interface, verification, reproduction comparison, and field guide. Bilingual (EN/中文), with runnable probe tools.

Jev (TypeSafe System One) 学习与实测：概念文档 + 5 个可运行 demo + 可复现压测。实测 jev-1.13.0：扇出几乎免费，40 问与 1 问等延迟。

Jev plus a decision head that learns from feedback: can a loop name a bias we planted in our own dataset?

A Jev-powered quality gate for GitHub issues, pull requests, and commits.

Open lab: Jev (TypeSafe System One) routing in front of Claude Code - measured bugs, patch, and a hard fallback with alerts