Search JEV Models and AI Workflows

Jev 1.14Jev 1.13Experimental Images

Jev Image and Box Workflow

A display-only workflow for checking whether a visual target exists before Jev 1.14 returns one Box result for review.

Reviewed Oct 19, 2026

ModelTypeSafe AI

Jev 1.13.0

A System One model for fast, type-safe structured decisions in software workflows.

TypeSafe APIStructured OutputsExperimental Images

Reviewed Oct 19, 2026

JevComparator modelHuman review

Jev-as-a-Judge

A confidence-gated evaluation pattern that accepts clear Jev judgments and escalates uncertain cases to a comparator or human reviewer.

Reviewed Sep 28, 2026

ModelChinese-Jev research team

Jev with LangGraph

An editorial workflow pattern for routing typed Jev decisions through LangGraph checkpoints, retries, and human review.

JevLangGraphPython

Reviewed Sep 28, 2026

ModelJared Palmer / Kev

Kev 1.0

An open family of Jev-like direct-decision models spanning 0.8B to 27B parameters, with public code and model artifacts.

PythonPyTorchCUDA

Reviewed Oct 8, 2026

Chinese-Jev

A third-party preprint proposing an approximately 322M-parameter Chinese direct-decision model built on an mmBERT-base encoder.

PythonPyTorchmmBERT

Reviewed Oct 8, 2026

JEV Classification and Routing

An editorial JEV workflow pattern for classifying application state and routing the next action with calibrated probabilities.

JEV Scoring and Extraction

An editorial JEV workflow pattern for extracting typed values and scores from unstructured records.

JEV Real-Time Verification

An editorial JEV workflow pattern for verifying prompts, reasoning traces, or model outputs in latency-sensitive applications.

JEV Map-Reduce Analysis

An editorial JEV workflow pattern for structured decisions over data partitions followed by deterministic aggregation.

Node.jsTypeSafe JavaScript SDK

TemplateTypeSafe AI

TypeScript Jev Review Gate

Route a support ticket with Jev while preserving a human-review branch for low-confidence outputs.

TemplateTypeSafe AI

REST Jev Review Gate

Call the Jev System One endpoint without an SDK, using bounded retries and explicit response checks.

Node.jsREST

AI Content Quality Review

Evaluate AI-assisted content against a brief, evidence, and publication rules with an explicit review gate.

ModelBespoke Labs

Bespoke Nimble

A 9B local typed-decision adapter for flat enum, boolean, and rubric decisions over text.

PythonHugging FaceCUDA

Customer Support Ticket Routing

Route support tickets with explicit department, urgency, and human-escalation gates.

Google Ads Search-Term Intent Classification

Classify paid-search terms by intent while protecting high-spend and low-confidence cases with human review.

PythonHugging FacePyTorch

ModelConvAI Innovations

Laya

An open, local decision engine for choice, score, and yes-or-no questions across multiple checkpoints.

RAG Citation Support Verification

Check whether cited passages support each answer claim before a RAG response is shown to users.

SEO Search Intent Mapping

Map search queries to intent and suitable page types without turning model output directly into publishing decisions.

FastClawTypeScriptJSON Schema

Typed Research Brief

Turn an open research question into a sourced, reviewable decision brief.

Reviewed Sep 19, 2026

ModelOpenAI

OpenAI Structured Outputs

Return model responses that conform to a supplied JSON Schema.

Reviewed Sep 18, 2026

ModelAnthropic

Anthropic Tool Use

Describe typed tools and receive structured calls for your application to execute.

Reviewed Sep 17, 2026

Support Triage Contract

Classify a support request and return urgency, owner, and next action.

Reviewed Sep 14, 2026

Incident Commander

Structure incident evidence into impact, hypotheses, actions, and updates.

TypeScriptJSON Schema

Reviewed Sep 11, 2026

FastClawTypeScriptJSON Schema

Customer Escalation

Package a complex support case for accountable escalation and response.

Reviewed Sep 8, 2026

ModelGoogle

Gemini Function Calling

Connect Gemini models to declared functions with structured arguments.

TypeScriptJSON Schema

Reviewed Sep 16, 2026

ModelMistral AI

Mistral Structured Output

Produce JSON or custom schema output for typed application pipelines.

Reviewed Sep 15, 2026

SQL Analyst Message

Turn a business question and schema into a reviewable SQL analysis plan.

TypeScriptJSON Schema

Reviewed Sep 13, 2026

Release Notes Editor

Convert shipped changes into concise release notes for a defined audience.

TypeScriptMarkdown

Reviewed Sep 12, 2026

Lead Qualification

Normalize inbound lead data, assess fit, and route the next action.

FastClawTypeScriptZod

Reviewed Sep 10, 2026