一周 130 个 Jev 社区项目精选清单

rvaniaaa @rvaniaaaa原推发布于 2026.09.25

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Jev crossed 130 community projects in one week. copy the ones that actually matter if you want to stop paying generation prices for a yes or no, copy this: jev-ultrafast - the browser agent that picks every click itself, only calling a text model when it actually has no other choice but to type something. 16,758 stars https://github.com/browser-use/jev-ultrafast jev-trader - real trading bot placing live limit orders on Monad every 300ms block, judged by Jev alone, earning the spread with zero room for a model to talk its way out of a bad call. 1,300+ stars https://github.com/jarrodwatts/jev-trader jev-usecases - production security-operations harness where Jev triages incidents and gates every escalation behind a confidence cutoff before anything touches real infrastructure https://github.com/kenhuangus/jev-usecases tax-doc-classifier - sorts real IRS tax forms with 100% strict accuracy across 261 forms, at roughly $0.001 a page, no paragraph of reasoning required to hit that number https://github.com/kyotofin/tax-doc-classifier jev-search - takes a search query plus retrieved titles and snippets as state, asks Jev a relevance question on every result, then lets plain code dedupe URLs and sort what's left via awesome-jev-by-typesafe killmyidea - describe your startup idea, Jev scores it from every angle, then hands back kill, fix, or ship before you've finished reading its answer https://github.com/monteduro/killmyidea jev-curate - streams Parquet and JSONL rows through typed judgments at 1,500+ rows a second, keeping only what clears the bar and generating nothing to slow it down https://github.com/AkashPriyadarshii/jev-curate pg-jev - a PostgreSQL extension where Jev adds typed filters, probability sorts, and choice groups directly to semantic SQL queries over your own tables via awesome-jev-by-typesafe a pre-commit gate - screens every staged diff for secrets and destructive commands using Jev Noul checks, written in Rust, before a single line reaches the remote via awesome-jev-by-typesafe jev-drone - a simulated quadrotor clears a five-station obstacle course by camera alone, Jev judging the situation twice a second with nothing generated in between https://github.com/RomanSlack/jev-drone none of these ten generate a single word of text. every one of them returns a typed answer against a question someone already defined full breakdown in the article, then run the three-question test before you build an eleventh

这条是引用着另一条写的：x.com/rvaniaaaa/status/2101709732314558639