COMMUNITY CASE DIRECTORY

Jev builds & demos

Explore how people use Jev in browser tasks, routing, evaluation and other workflows. Follow each case to its source; reported results belong to the original authors unless a first-hand test is explicitly identified.

Showing 7 catalog entries (official)
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Jerry LiuJerry Liu@jerryjliu0
DocJev - Intelligent Document Splitting & Routing
DEMO

DocJev - Intelligent Document Splitting & Routing

Open-source document classification and packet splitting with Jev and LiteParse.

Inputs: PDF, DOCX, PPTXParsing: LiteParseOCR: LlamaParse optional
Search & Semantic RetrievalPythonJev APIGitHub
TypeSafe AITypeSafe AI@TypeSafeAI
Agent Trace Observability

Agent Trace Observability

A TypeSafe workflow that triages completed agent runs for review, bugs, or on-call escalation.

Evidence: OFFICIAL
Agent EvaluationTypeSafe System One APINoul
TypeSafe AITypeSafe AI@TypeSafeAI

TypeSafe Agent Skills

Official skills that teach coding agents how to design and compose TypeSafe decision workflows.

Evidence: OFFICIAL
MCP / SkillsClaude Codeskills.shGitHub
TypeSafe AITypeSafe AI@typesafeai
Wikiracing Fast Navigation
DEMO

Wikiracing Fast Navigation

An official benchmark demonstrating Jev selecting optimal Wikipedia links in real time to reach target concepts.

Hop Latency: <50ms / stepBenchmark: WikiracingAction Space: 140+ links
Browser AgentsTypeSafe System One APIChoice
idan levinidan levin@0xidanlevin
Jev on WebMCP Benchmark

Jev on WebMCP Benchmark

Solved 49 of 49 benchmark tasks at 112× lower model cost by combining Jev tool selection with fast LLMs.

Tasks solved: 49/49Model cost: ~112× lower
Tool SelectionWebMCPMercury 2.5
@latentspacepod@latentspacepod@latentspacepod
Why I Couldn't Build Jev at OpenAI: Diogo Almeida
DEMO

Why I Couldn't Build Jev at OpenAI: Diogo Almeida

TypeSafe Co-founder & CEO Diogo Almeida explains why post-training on generative LLMs fails on agent loops and how RLCD trains System 1.

Speaker: Diogo AlmeidaDuration: 58 minsTopic: RLCD & System 1
Agent RoutingTypeSafe System OneRLCD
Paddy SrinivasanPaddy Srinivasan@paddix

DigitalOcean Action Gateway Jev Tool

Jev exposed as a governed, discoverable tool alongside DigitalOcean's large tool catalog.

Tool catalog: 16,000+ tools
MCP / SkillsJevDigitalOcean Serverless Inference