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JEV · CURATED DISCOVERY

Discover Jev in action.

Explore TypeSafe Jev in one place, from launch posts to real demos. Find use cases by industry, see original video frames, and open every source post from X.

3424
curated posts
1815
original videos
25
categories
0.72
minimum confidence

01 / DISCOVER

Browse by application

From finance and gaming to security review. Every listed post is checked against its X source.

社区实践

455 showcases · 189 videos

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工作原理

381 showcases · 168 videos

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开发者工具

357 showcases · 196 videos

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接入动态

320 showcases · 126 videos

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游戏

288 showcases · 220 videos

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智能体

246 showcases · 134 videos

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产品发布

222 showcases · 113 videos

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开发资源

216 showcases · 83 videos

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金融

164 showcases · 89 videos

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自动化工作流

142 showcases · 95 videos

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营销

105 showcases · 84 videos

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内容创作

83 showcases · 67 videos

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数据分析

79 showcases · 46 videos

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知识与搜索

78 showcases · 44 videos

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科研

52 showcases · 19 videos

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客户支持

36 showcases · 23 videos

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机器人

35 showcases · 28 videos

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网络安全

29 showcases · 10 videos

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生产力

28 showcases · 21 videos

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软件开发

24 showcases · 10 videos

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企业运营

20 showcases · 9 videos

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医疗

20 showcases · 14 videos

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教育

16 showcases · 9 videos

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电商

15 showcases · 14 videos

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法律合规

13 showcases · 4 videos

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02 / LATEST

Latest posts

Recently added Jev posts, ordered by source publish date.

01   金融 原帖视频

Jev is fast and cheap, but not proof of a profitable trading strategy · 原帖视频截图

The author notes Jev is fast and inexpensive but wouldn't use it as an AI trading bot. Millisecond Bitcoin orders demonstrate activity, not a profitable strategy; evidence after fees, spread, slippage, and drawdowns is needed.

720 views · 💬 1   🔁 0   ♡ 1   📊 720

Aaron Dishner · @MooninPapa

02   社区实践 原帖图片

Building the Best ~2B Jev-Class Model · 原帖图片

Marc Brooker is using an old 3090 to train a ~2B parameter Jev-class model, benchmarking against decider-2B, the current leader at this size.

596 views · 💬 1   🔁 0   ♡ 3   📊 596

Marc Brooker · @MarcJBrooker

03   工作原理 原帖图片

What Is Jev: The System One Model That Doesn't Chat · 原帖图片

Introduces Jev's System One model, highlighting its non-chat interaction approach.

582 views · 💬 2   🔁 4   ♡ 13   📊 582

Dhanian 🗯️ · @e_opore

04   社区实践 原帖图片

The Reality of Using the Jev AI Model · 原帖图片

The post shares the real-world usage of the Jev AI model, discussing the actual experience and observations from using it.

577 views · 💬 1   🔁 2   ♡ 8   📊 577

Dhanian 🗯️ · @e_opore

03 / MOST VIEWED

Most viewed posts

Ranked by views among the posts in this curated index.

01   企业运营 原帖视频

JEV evaluates 100 interview minutes in 12.8 seconds for $0.005 · 原帖视频截图

A user shares JEV processing 100 fictional interview minutes: sorting Pass/Hold/Pass, scoring skills, communication and motivation, and flagging major concerns in 12.8 seconds for $0.005 total.

3.8M views · 💬 42   🔁 366   ♡ 2.0K   📊 3.8M

オカムラ | 株式会社ライトアップ フラクショナルCTO · @masa_okamura108

02   开发者工具 原帖视频

Instant Context Compaction with Jev · 原帖视频截图

A user shares an ideal use case for Jev: instant compaction. By scoring every tool call and dropping irrelevant content, Jev can make compaction instant instead of relying on summarization prompts.

3.6M views · 💬 404   🔁 967   ♡ 11K   📊 3.6M

tamara · @tamarajtran

03   智能体 原帖视频

Browser Use + Jev: Ultrafast Browser Agent · 原帖视频截图

Gregor Zunic showcases an open-source browser agent combining Browser Use and Jev, finding flights in 7 seconds for $0.0039, using a new action space per step, DOM state space, and small LLM fallback for typing.

3.0M views · 💬 264   🔁 938   ♡ 8.8K   📊 3.0M

Gregor Zunic · @gregpr07

04   社区实践 原帖图片

Developer builds a Jev-powered site to quickly judge if A is B · 原帖图片

Developer kimura512 built a site using Jev that lets users freely input A and B to quickly judge whether A is B, such as "Is a banana a snack?", with a link to try it.

3.0M views · 💬 58   🔁 1.1K   ♡ 1.9K   📊 3.0M

kimura512@開発者 · @Bioinfo_Kimura

04 / HIGHLIGHTS

Featured posts

Start with verified Jev posts.

01   金融 原帖视频

Jev is fast and cheap, but not proof of a profitable trading strategy · 原帖视频截图

The author notes Jev is fast and inexpensive but wouldn't use it as an AI trading bot. Millisecond Bitcoin orders demonstrate activity, not a profitable strategy; evidence after fees, spread, slippage, and drawdowns is needed.

720 views · 💬 1   🔁 0   ♡ 1   📊 720

Aaron Dishner · @MooninPapa

02   社区实践 原帖图片

The Reality of Using the Jev AI Model · 原帖图片

The post shares the real-world usage of the Jev AI model, discussing the actual experience and observations from using it.

577 views · 💬 1   🔁 2   ♡ 8   📊 577

Dhanian 🗯️ · @e_opore

03   开发资源 原帖图片

Summary: Building a Harness with Jev · 原帖图片

This post summarizes the LangChain official page on building a harness with Jev. Jev assists with small classification tasks within LLM decision loops, costing 200x to 400x less than traditional LLMs.

188 views · 💬 1   🔁 0   ♡ 1   📊 188

新井 元気@ITエンジニア · @_moto___

04   游戏 原帖视频

Jev fails to get high score in 2048 · 原帖视频截图

Sudeep Pillai shares that DiffusionGemma can play 2048 from pixels, but notes TypeSafe's Jev also can't get a high score, sparking discussion.

41 views · 💬 0   🔁 1   ♡ 0   📊 41

Sudeep Pillai · @spillai

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Notes

Source dataset: work/x-import/review.json

Titles, summaries, and categories are editorial. Posts, images, and videos belong to their original authors and platforms.

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Curated Jev showcases from X, organized by category with media previews and direct source links.

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