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description=855 Jev projects in 21 use cases, 358 of them open-source GitHub repos. Each one links to its source and shows the cost and speed its author reported.;
keywords=Jev,Jev AI model,built with Jev,Jev examples,Jev projects,TypeSafe AI,System One model,structured outputs,typed decisions,AI classification;

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Text of the page (random words):
submissions use cases agents and browsers 181 context and memory 37 coding and code review 50 routing and model choice 68 sdks and integrations 131 open source 179 benchmarks and evals 168 search 43 documents and ocr 36 security and abuse 37 inbox and support 25 social feeds 55 ads and marketing 24 sales and leads 15 seo and geo 10 ecommerce 7 games and real time 83 trading and markets 26 robotics and devices 15 ui 19 tools and apps 51 what people use jev for prompts tools tools directory apps and agents that run on jev free tools ai slop detector how ai made does a page look ai writing checker does this sound like ai meta description checker is your meta description good prompt injection tester is this text an attack on your model llm cost calculator what will your llm calls cost all free tools 5 learn the basics jev explained what is jev what is jev engineering jev vs an llm jev pricing jev access jev statistics building with jev how to use jev jev question types jev confidence jev with claude code jev with vercel jev mcp jev agentic harness jev orchestration jev router jev compaction open source jev fine tune jev jev and images jev limitations by job jev use cases jev as a judge jev for search jev for classification jev for seo jev for ads jev for marketing compare jev vs openai decisions openai decisions alternatives jev alternatives cloudflare clef alternatives perplexity decisions alternatives structured outputs alternatives jev vs clef jev vs perplexity jev vs structured outputs all guides 39 search k sponsors submit a build all builds 855 prompts tools free tools community what is jev about sponsors builds by type jev engineering 16 github 370 skills 12 x posts 494 youtube 58 sites 52 resources 181 use cases agents and browsers 181 context and memory 37 coding and code review 50 routing and model choice 68 sdks and integrations 131 open source 179 benchmarks and evals 168 search 43 documents and ocr 36 security and abuse 37 inbox and support 25 social feeds 55 ads and marketing 24 sales and leads 15 seo and geo 10 ecommerce 7 games and real time 83 trading and markets 26 robotics and devices 15 ui 19 tools and apps 51 learn jev explained what is jev what is jev engineering jev vs an llm jev pricing jev access jev statistics how to use jev jev question types jev confidence jev with claude code jev with vercel jev mcp jev agentic harness jev orchestration jev router jev compaction open source jev fine tune jev jev and images jev limitations jev use cases jev as a judge jev for search jev for classification jev for seo jev for ads jev for marketing jev vs openai decisions openai decisions alternatives jev alternatives cloudflare clef alternatives perplexity decisions alternatives structured outputs alternatives jev vs clef jev vs perplexity jev vs structured outputs all guides 39 free tools ai slop detector how ai made does a page look ai writing checker does this sound like ai meta description checker is your meta description good prompt injection tester is this text an attack on your model llm cost calculator what will your llm calls cost all free tools 5 updated nov 2 2026 what people are building with jev 855 projects posts and guides about jev the system one model from typesafe ai each entry links to its source and shows the cost and speed its author reported browse the builds what is jev 855 builds 181 guides 21 use cases diogo almeida completeskeptic after co inventing chatgpt i kept asking myself why have superhuman chat models not led to agi i ve spent the last 2 years in stealth building a new way to train models rlcd and a new type of frontier ai model that we are releasing today jev 20 200x faster 40 400x cheaper w output tokens free frontier composable intelligence optimized for decisions afaict the shortest path to ai based economic revolution the launch post 15 sep 2026 sponsors these products pay for the directory want yours up here tripwaffle shrinkmac kaptex gif decider openjev jevhub evoke vestra blink review open slot 19 wk all builds 855 prompts tools free tools use cases agents and browsers 181 context and memory 37 coding and code review 50 routing and model choice 68 sdks and integrations 131 open source 179 benchmarks and evals 168 search 43 documents and ocr 36 security and abuse 37 inbox and support 25 social feeds 55 ads and marketing 24 sales and leads 15 seo and geo 10 ecommerce 7 games and real time 83 trading and markets 26 robotics and devices 15 ui 19 tools and apps 51 sponsors 1 tripwaffle stop juggling confirmation emails forward them to tripwaffle and get a beautiful 2 shrinkmac shrink any file to fit on your mac 3 kaptex save any page to notebooklm in one click 4 gif decider describe the moment jev reads it searches judges every candidate and hands you the 5 openjev classify route score and rank with typesafe s jev model try the playground or advertise from 19 wk learn about start here all guides 39 what is jev what is jev engineering how to use jev jev pricing typesafe docs workflow evals built by kraayenjon sponsors tripwaffle stop juggling confirmation emails forward them to tripwaffle and get a beautiful ad shrinkmac ad kaptex ad advertise from 19 wk tripwaffle ad shrinkmac ad kaptex ad advertise from 19 wk tripwaffle ad shrinkmac ad kaptex ad advertise from 19 wk tripwaffle stop juggling confirmation emails forward them to tripwaffle and get a beautiful ad shrinkmac ad kaptex ad advertise from 19 wk tripwaffle ad shrinkmac ad kaptex ad advertise from 19 wk tripwaffle ad shrinkmac ad kaptex ad advertise from 19 wk all agents and browsers context and memory coding and code review routing and model choice sdks and integrations open source benchmarks and evals search documents and ocr security and abuse inbox and support social feeds ads and marketing sales and leads seo and geo ecommerce games and real time trading and markets robotics and devices ui tools and apps curated newest most voted all 1072 jev engineering 16 github 370 skills 12 x posts 494 youtube 58 sites 52 resources 181 typesafe ai typesafeai we announced jev 1 14 on 10 14 at 1 14pm pt a new and improved model along with experimental features for our dreamers images a new box type longer context surprise jev was already able to see you ️ but our bar for production grade intelligence is quite high so builders beware these are preview features enter the danger zone at your own risk x documents and ocr pick jev 1 14 images a box type and longer context long context opt in 262k tokens price per m input tokens 0 042 justine moore venturetwins jev can serve as better natural language search on websites it can scan thousands of zillow listings and classify properties by things you can t normally filter for e g architecture renovation status proximity to freeways this was done in 20 sec and costs 0 18 x search natural language search over zillow time 20 s cost 0 18 malay malayvasa text to screenshot just say what you want and the crosshair goes and gets it built with jev 1 14 from typesafeai x ui text to screenshot sponsored outrank so outrank outrank grow organic traffic on auto pilot our guide madewithjev com what is jev our explainer what a system one model is the three question types what it costs what it cannot do and the builds that show it working gregor zunic gregpr07 breaking browser use jev ultrafast findings flights took 7s and cost only 0 0039 new action space every step dom state space small llm fallback to type this video is at 1x speed btw built a tiny open source browser agent try it below x search pick flight search with browser use run time 7 s cost 0 004 shann³ shannholmberg how to add a decision model to your ai workflow 1 000 yes no decisions can cost around 10 on gpt 6 astra 4 on claude opus 5 5 0 04 on jev use language models for planning writing and coding and decision models for decisions a decision model can check your agent s output before it ships approve a draft or request revisions route a task to the right agent or tool classify leads tickets or comments score fit quality or priority check whether content follows your brand rules pick an option from a shortlist decide whether to continue stop or request a review at a much faster speed as well than any regular llm here s how to add one 1 find the decisions in your workflow look for repeated steps that need a choice classification or score start with one decision you can compare against examples you ve already reviewed 2 define the question and allowed answers give the model the information and references it needs for a content workflow that could include your draft voice dna file anti slop rules and approved examples ask it to return a choice such as approve revise or human review 3 connect the answer to an action your software uses that answer to decide what happens next approved drafts move to your review queue revision requests return to the writing agent and uncertain cases go to you 4 test before letting it act compare its answers with your reviewed examples if it returns confidence scores check whether those scores match how often it gets the decision right start with actions you can easily reverse 5 put simple checks first use code for fixed rules such as required fields and character limits then use the decision model for checks that need context before starting more expensive work 6 track quality and cost measure cost per completed task incorrect decisions and how often another model or a person needs to review use the failures to improve your questions references and allowed answers x benchmarks and evals how to add a decision model to your ai workflow 1 000 decisions jev 0 04 1 000 decisions claude opus 5 5 4 1 000 decisions gpt 6 astra 10 marcel pociot marcelpociot i built a browser extension with jev typesafeai that can hide collapse posts on x based on natural language it s so fast that it s not noticeable and insanely cheap this must be the future of ad blockers and content firewalls x social feeds hide posts on x in plain language our guide madewithjev com every jev guide in one place every guide on this site in one page grouped by the question it answers what jev is what a decision costs how to put it inside an agent and what it is already being used for across the 855 builds catalogued here riley brown rileybrown yeah jev by typesafeai is very cool it classified 500 emails in seconds and it costed 3 5 cents x inbox and support 500 emails for 3 5 cents emails 500 cost 3 5 cents nailthy tang nailthy62 jev is insane it makes realtime virtual try on hauls possible built this experiment for drape with typesafeai i talk jev reads transcript what i m wearing picks from my closet changes my outfit in realtime cost 0 0011 per decision time 620ms per decision imagine getting ready like this x games and real time pick realtime virtual try on cost per decision 0 0011 time 620 ms ronak malde rronak_ jev astra beats the ender dragon in minecraft in 8 minutes 43 seconds ️ cost less than 1 0 01 jev 0 96 astra i open sourced the code and explain the harness setup below this type of movement is only possible with jev s near instant decisionmaking and some continually learning skills from astra x games and real time pick beating the ender dragon in minecraft run 8m 43s cost 0 97 ours shippile com describe the problem jev finds the startup our guide madewithjev com what is jev engineering our guide to the term split an agent into an llm that writes jev that decides and code that acts with the rules the builds on this site have in common jerry liu jerryjliu0 docjev is the fastest way to classify and split complex document packets ️ and the default is fully free and oss i made a sick teaser video below ty opus 5 5 check it out github com jerryjliu docj github documents and ocr pick docjev speed 6x vs gpt 5 6 luna ian nuttall iannuttall i built a free internal linking tool using typesafeai jev for classifying and selecting the links byok or pay 1 to use mine it works for up to 500 pages and gives you a csv or json to pass to an llm to implement ian is tools internal live site seo and geo pick internal linking tool pages up to 500 price byok or 1 desert ant labs desertantlabs jev on device models results in seconds with no llm in the loop quick demo app to show the possibilities drop in an audio file ear detects the language voz transcribes it and redact removes pii then typesafeai s jev makes about 20 decisions in one call in milliseconds and picks which of our on device models to run voice memo to to do list meeting to redacted transcript podcast to clips x routing and model choice pick on device audio no llm in the loop decisions 20 per call sponsored postiz com postiz the agentic social media scheduling platform our guide madewithjev com jev use cases what people actually use jev for from 855 catalogued builds 100 000 posts scored in 20 4 seconds 500 emails triaged for 3 5 cents a flight search in about 7 seconds meet shukla meetshukla_ i m probably going to regret this 10 000 videos were imported by our users into ghostfeed in last 6 months this weekend we picked 1 066 reaction videos and analysed all of them with jev gemini now you can search by structure reaction and who s on camera opening the library today which has been our months of data gathering clone all videos to mass publish them on instagram tiktok and youtube comment reactions if you want the access to the library x search 1 066 reaction videos searchable videos analysed 1 066 gustav ekerot designgurra more magical ui with jev auto tagging x ui auto tagging in the interface moritz kremb moritzkremb i built a sales copilot using jev listens to sales call live tells you what to say next helps you follow the script and handle objections shows you what stage of the call you re in gives you live signals and probability of closing demo below on a recorded sales call x sales and leads sales copilot our guide madewithjev com sift sort your gmail on your own mac our own a mac app that sorts labels and marks your gmail with a system one model running on your machine so nothing is uploaded and nothing is installed in your browser in build now and the first 50 on the list pay 5 justin schroeder jpschroeder i rebuilt tesla full self driving with jev in less than an hour this model is a total unlock github games and real time pick jevpilot peak rate 4 s built in 1 hour matthew berman themattberman jev is insane in 40 seconds it broke down 724 live ads from 37 brands every hook every format offer cta awareness stage landing page mismatch used 9 cents of tokens will be avail in stealads mcp x ads and marketing 724 competitor ads broken down ads 724 from 37 brands run time 40 s cost 0 09 luis catacora lucataco cloudflare s new decision model can see clef flash running locally on my m5 max weights are apache 2 0 go wild x open source clef flash running locally on an m5 max our guide madewithjev com is jev open source no typesafe serves jev from its api and has not published the weights ...