Projects built with Jev

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Jev ReviewerIntroducing Jev Reviewer, a tool designed for systematic reviewers to quickly find and extract the information from research articles. App: GitHub:Ahmad Sofi-Mahmudi

A plain-English logic interpreterJev can't reason. So I built an interpreter that reasons for it. It runs a logic language where the facts and rules are plain English.Shawn Simister

A Tetris placement pickerTypeSafe's Jev plays Tetris better than me!! We hooked it up to a Tetris game. Every piece, it looks at the board and all the spots the piece could land, and picks one in about half a second. A whole game cost us less than half a cent. Their price is $0.042 per million tokensZiwen

YouWare résumé screenerJEV is Awsome!!! 😎 360 resumes Screened in 24.2s — $0.0212. Typed scores. Shortlist signals. Speed + cost your boss will quietly love. I Open-sourced the resume screener on YouWare. Reply “JEV” to try it. We’re bringing JEV to YouWare soon — smoother builds, moreYouWare

Sort files by their contentsI built a CLI that sorts a folder by what each file actually says, using Jev from @typesafeai. 2,225 BBC news articles, anonymous filenames, sorted into 5 topics by content in 4.9 seconds for $0.05 at 97% accuracy. Fast & cheap 🚀Michaël Ménard

An interactive Silo vaultWho else loves @AppleTV’s Silo? I recreated the Vault in @v0 using three.js and @vmotif_ for the assets. Voice agent powered by @ElevenLabs + @aisdk to turn it into an interactive experience. JEV decides whether a Safeguard is necessary 😂. Clone & Link below.Charles Howard

Supabase RLS linter@typesafeai Jev is FREAKING SICK!! Playing around with it to create an experimental RLS Linter for @supabase. You can check it out here: or view the demo 📺Ali Waseem

A color-understanding experimentJev does indeed seem to understand color!Dale Cloudman

Job and candidate matchingJEV is INSANE. We gave it 400 companies and one candidate profile. In 12 seconds, it predicted which jobs the candidate had the highest chance of getting, assigned a confidence score and detected job-candidate mismatches. All for just $0.0005 It can also scoreSarvagya Kulshreshtha

A detective escape roomgot access to jev and built a little detective escape room 🕵️‍♂️ your passport is missing. three passengers are lying. you connect the clues in your own words, and jev checks whether your argument holds up.hunter

A page-by-page OCR routerDoc-OCR router using Jev @typesafeai A Jev-powered router that looks at a PDF page by page, decides which pages actually need OCR, extracts the rest locally. Result: save cost on # OCR pages + speedMisbah Syed

TV recommendations by moodPut Jev in my TV app (stealth for now). Netflix has 2,000 engineers and still can't do "something light, no gore, we're tired." The trick isn't the model. It's refusing to let it generate anything. It ranks what I already have. Pick a mood on the remote → it re-ranks 797Bilal Harouchi

Emergency routing simulationWhat happens when you let @typesafeai’s Jev choose where a burning cargo ship should go, or where a plane in trouble should land? I built an app to find out. The ships and aircraft come from real traffic feeds: AIS at sea, ADS-B in the air. I didn’t place them on the map. TheCarlos Marcial

Azdajanot every RLM branch needs another LLM call Azdaja is a bare OSS RLM layer you can plug into Claude, Codex, OpenCode and others with Jev, branches that only need a judgment can return one directly, useful for reranking, verification, classification and semantic joins, cuttingkubet

Nuclear hot potatoi put 7 jevs in a real-time multiplayer game of nuclear hot potato one of them is holding a bomb and if they don’t pass it in time, it explodes each jev reads the live game state and decides who to chase, avoid and move toward, with reactions between 100–200msYoussef 🚜

Tetris with live probabilitiesI made the TypeSafe Jev model play Tetris. It's really, really good at it. It gets 5 candidate placements and returns a probability for each. 172 pieces, 66 lines, still going. One decision per piece, 285ms each. The whole right side is what it's thinking, live.cskadarla

A real-time feed quality filterMade a real-time slop detector with jev as you scrollRobin Bilgil

A poker model tournamentCan Jev play poker? Yes Can Jev beat OpenAI? Maybe Here is a tournament between Jev, Terra and AstraDan Manastireanu

Search a physical libraryJev lets me search my physical library by looking at the entire book index in parallel in 300ms. Here, the answer to “Who invented photography?” is probably on page 98 under "Niépce, Joseph Nicéphore"Seth Thompson

Big Two with Jev botsDusted off an old side project and implemented Jev bots in my Big Two game! Solo mode against bots are actually fun now.@chiubaca

Tax document classificationBuilt a tax document classifier with Jev. We ingest thousands of tax documents using an LLM pipeline I built last tax season. I read multiple articles as late as April this year claiming AI fails at tax document classification. Wasn't the case back then, and it's proved wrongNakshatra Saxena

An AI model tier-list experimentSo I ranked every AI model till date in a tier list from S+ to F using Jev from @typesafeai into an ULTIMATE AI TIER LIST for General Intelligence, giving a lot of weight to both intelligence and performance Agentic Tier ranking coming up next!ss

Jev controls TonkJEV can drive @TonkLabs UI ...because all UI in Tonk is just data and all data is addressable (thanks @lorepunk for the idea!) Will do a longer demo soon showing off more advanced stuff.Gavin Owens

Iterative pixel drawingHere's what happens if you let Jev draw for multiple iterations. Every pixel gets the color of the neighbors from the last run and a scaled down map of the whole image as the context. Worked not that bad until the 6th or 7th generation when it started to destroy the sun again 😂Tim Krase

A shopping-agent safety checkThree AI agents, one shopping page, all started at the same moment. Task: save my basket. gpt-4o-mini on its own: shared my email with the store's partners, then placed an order nobody asked for. gpt-4o-mini + one Jev call from @typesafeai: nothing shared, no order. ~$0.0005.N DIVIJ

Jev controls a simulated flyI made Jev control The Flykhaled

A typed trading-rule experimentSo here’s what I built. A simple TSLA / 50-day MA rule, with @typesafeai’s Jev sitting in the judgement layer. Real API calls. Typed answers. My code decides the action. Facts + Judgement = Action. Just an experiment. Public code below.Matt

An offline research decision gategot early access to @TypeSafeAI (Jev). in my last post on autoresearch vs dream-rsi, the quiet bottleneck was: how do you score 28+ dreamt tree branches offline without waiting minutes on chat LLMs? tested Jev as the sub-100ms offline decision gate: left: linearOtto🐾

Switch between manual and AI playHad some fun taking Jev from @typesafeai for a spin, switching seamlessly between manual and AI-driven gameplay. It’s clocking 2–3 calls/sec at 60 FPS, with ~150ms avg latency. The most interesting part wasn’t the speed, though. It was distilling the game into the variables,Adrián Mato 🐙

Real-time Twitch chat classificationSorry for the random tech post but Jev is crazyyy here's a prototype for chat classification look how Jev easily keeps up with Baus' twitch chat Also you can ask and prompt it anything, and have any kind of choices, which sets it apart from classical modelsKizuflux 🧣🎸

Ego Lite shopping decisionsego lite + Jev + DeepSeek Flash = stupid fast. ⚡ 3.71s for 20 Amazon product decisions. GPT-5.6 Sol: 54.45s Same task. Same result. 10/10 on both. Less reasoning. Faster decisions. 1× speed.ego

A Tetris agentok, I got Jev to play Tetris and this is cool asfMarcelo Mendes

Field CommanderThis is Field Commander, Browser RTS. Multiplayer is powered by @spacetimedb, and introducing Jev, An AI opponent powered by @typesafeai I went ahead and put Jev against Jev just for fun. Opening access soon for free! Very early stages but I am having a blast!Konner

One box for chat and searchai chat/search... solved now, with a single input box you can have both search and chat using Jev to classify the input and route it to an ai or search backend i'm already thinking what else i can build with this 😅Matthew

JevalsI wanted an easier way to test my jev requests and see if my results are improving, so I built jevals! It's a local workbench for testng the Noul, Choice, and Score primitives. You can mix requests as well. You can run a seed command to see and play with some of the examples inNick DeJesus 🛒🎉 - Former Unpaid CTO @BTPipeline

Describe your own social feedI wanted a feed I could describe in plain English, so I hacked one together. Two prompts control my YouTube and X feeds as I scroll. Jev responds in 70–500ms. Estimate: $0.50–$1/month for 8h/day. A fast, cheap decision primitive alongside LLMs.harish