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Jev directory

Discover what people build with Jev

The curated map of SDKs, integrations, demos, and apps on TypeSafe System One. Watch real builder clips, skim honest listings, and open docs when you are ready to wire something up.

What is Jev?

Structured decisions, not chat essays

“Ask Choice, Score, or Noul. Get probabilities your code can threshold. Skip the pep talk.”

Jev is TypeSafe's System One model: parallel typed questions in, calibrated answers out. Fast, cheap, and allergic to writing paragraphs when a boolean would do.

Open models such as Laya sit beside the hosted API. Read Jev alternatives compared for the ranked list, or Liquid d1 vs Jev for the small multimodal checkpoint.

Setup guides: Jev with Hermes Agent and GitHub Copilot Agent Mode + Jev.

Cool builds

Press play on the timeline

Real clips from builders. Hover for a sneak peek, click for the full lightbox. Then steal ideas from Explore.

Autonomous trading bot, costly lesson

One evening build, onchain plus offchain feeds, Jev picking trades at machine speed. Also self-reported minus thirty-one grand. Peak interesting.

interestingtradingdemo
jaffa@dsqjaffa

Virlo Clearance for TikTok content research

Twelve million viral clips, one Clearance gate so your niche feed stops pretending every trend fits. Jev says on-brief before Virlo's eighty-signal panel tags the hooks.

marketingproductdemo
Matthew Berman@TheMattBerman

StealAds competitor ad teardown

724 live ads, 37 brands, 40 seconds, 9 cents. Jev labels hooks and landing mismatches so media buyers steal patterns, not vibes.

marketingadsproduct
Jarrod Watts@jarrodwatts

jev-trader buy or sell every Monad block

Three hundred millisecond blocks, one Jev Choice, real Kuru orders. Your LLM can keep writing macro essays while the bot actually trades MON-USDC.

tradingapplicationsdemo
TANSTACK@tan_stack

decide() in TanStack AI

TanStack ships decide() for typed choices, scores, and booleans so your agent loop stops faking it as a chatbot. They call the moment jevolution; we call it one less regex on model prose.

integrationssdkdemo
Gregor Zunic@gregpr07

Browser Use ultrafast flight search

Seven seconds, four tenths of a cent, and Jev clicks the right DOM node while a tiny LLM only types when it must.

browser-useagentsdemo
Zachi@iam_zachi

pg-jev SQL filters in plain language

WHERE jev(people, 'could work from home') and no vector index babysitting. Postgres rows get Noul gates; cache hits land in six milliseconds.

databasesintegrationsdemo
Jerry Liu@jerryjliu0

DocJev classify and split

Feed a doc plus plain-English category rules. DocJev uses Jev to classify or find split boundaries six times faster than gpt-5.6-luna at matching accuracy, liteparse included.

productdocumentsclassification
Steven Tey@steventey

Malicious dub.sh URL scanner

Ten thousand shady domains fed into Jev, dub.sh stops looking like a free pass for phishers. Steven solved a day-one abuse problem in one weekend sprint.

productsecuritylinks

Staff picks

See all featured
IntegrationsPython32,393
FeaturedDemo
Convai Innovations open decision stack: Apache-2.0 ModernBERT checkpoints, Router mode, and the upstream Python SDK.
integrationsopen-sourcedecision-model
BenchmarksPython2,981
FeaturedDemo
Contrastive-LM Apache-2.0 8B System One style model built on Qwen3-8B.
benchmarksopen-sourcedecision-model
IntegrationsPython
Featured
Apache-2.0 clef and clef-flash decision models on Workers AI with open weights on Hugging Face.
integrationsopen-sourcecloudflare
IntegrationsPython
Featured
Perplexity Apache-2.0 27B decision weights plus hosted Decisions API.
integrationsopen-sourceperplexity

Sponsor

FAQ

Quick answers

The TL;DR on Jev and this site. More depth on Learn.

What is Jev?
Jev is TypeSafe AI's System One decision model for software. You send structured state and typed questions (Choice, Score, or Noul). The API returns discrete answers with probabilities and confidence. Your code applies thresholds and runs side effects.
How is Jev different from an LLM?
LLMs generate open-ended text. Jev answers fixed questions with explicit probability mass over options. That makes routing, moderation, and safety gates easier than parsing YES or NO from chat output.
How do I try Jev on Vercel AI Gateway?
Use model id typesafe-ai/jev through Vercel AI Gateway with the AI SDK, including experimental_evaluate flows. See Vercel's gateway docs and the eve agent framework for TypeScript examples.
What is this directory?
Jev Directory at jev.aitools.fyi is an independent index of SDKs, integrations, Jev MCP servers, demos, and apps. The explore index lists the full public catalog; only stronger listings get on-site detail pages under paths like /sdks/ and /tools/. Published by aitools.fyi. Not affiliated with TypeSafe AI unless a listing is official.
What is the Jev AI website?
TypeSafe AI hosts product docs and the playground at docs.typesafe.ai and jev.works. This site, jev.aitools.fyi, is a community directory of tools, SDKs, benchmarks, and guides that use System One Jev. Start on Learn for primers, then Explore for listings.
By Rishit