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@RBilgil

Made a real-time slop detector with jev as you scroll

2026-09-18532,728 views13,860 likes3,475 savesvideo

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More agent loop decisions

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  • video
    @tamarajtran2026-09-17

    found the perfect use case for @typesafeai Jev: instant compaction in 2026, why is compaction still a summarization prompt? Jev can make it instant by scoring every tool call and dropping what’s…

    3.6M views10.6k likes8.1k saves
    agent loopon X ↗
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    @NathanFlurry2026-09-16

    hype-free explanation of jev: jev does not replace gpt / claude jev is just a *really* smart switch statement like if 2016 ml classifiers got 2026 levels of intelligence it's a new* type of tool that…

    659.4k views7.5k likes4k saves
    document classificationagent loopon X ↗
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    @MichaelLee042026-09-15

    I got access to Jev earlier today (thank you @hackgoofer). I have run ~5,000 requests so far, (which cost me around $2!), across classification, model routing, intent, steering, and many other…

    496.2k views3.1k likes2.6k saves
    document classificationagent loopon X ↗
  • video
    @moritzkremb2026-09-17

    Full Jev Tutorial What it is, how you can build with it and what new applications it can unlock → 0:00 Intro → 0:34 Jev explained → 4:06 API setup → 5:59 Demo 1: Voice-controlled browser → 11:33 Demo…

    236k views2.9k likes5.2k saves
    browser agentagent loopon X ↗
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    @hamiltonulmer2026-09-16

    I made a DuckDB extension where you can use @typesafeai 's Jev to do quick classification of rows in any csv/parquet file or duckdb table about 10sec for 1k rows ~ better than using an LLM, way more…

    130.2k views1.4k likes1.1k saves
    document classificationgame decisionsagent loopon X ↗
  • video
    @mdlahfir2026-09-16

    Jev solved local harness/model routing I use a combination of Claude Code, Codex and Opencode as my local agentic stack and routing to other harnesses was always enforced in the system prompt/rules…

    127.4k views836 likes899 saves
    agent loopbrowser agenton X ↗

More inbox triage decisions

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    @jarrodwatts2026-09-16

    I built a trading bot with Jev! Jev decides if it should "buy" or "sell", given the price feed of an asset pair, and executes real trades. It uses Monad to place the orders on Kuru's on-chain order…

    1.1M views5k likes6.7k saves
    trading decisionsinbox triageon X ↗
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    @elvissun2026-09-18

    Jev is INSANE. 🤯 in 24.9 seconds it read 384 news from this morning and told 15 brands which stories to hop onto today, for $0.19. Claude Opus 5, running on the same feed at the same time, got…

    592.3k views3.8k likes4.8k saves
    inbox triagesupply chain gateon X ↗
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    @ryanvogel2026-09-16

    this model is actually insane at email classification i tested it on 1500 of my own emails to see how well it works and I am blown away

    445.9k views3.5k likes1.9k saves
    browser agentdocument classificationinbox triageon X ↗
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    @romanbuildsaas2026-09-18

    JEV is INSANE. We gave it 700 high-intent leads and personalised outreach messages. In 40 seconds, it predicted how each message would perform, assigned a confidence score and detected lead-message…

    419.2k views3.2k likes4k saves
    inbox triageon X ↗
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    @rafalwilinski2026-09-18

    thanks to @typesafeai's Jev we now have massively parallel browser-based adversarial testing suite that tries to break each release. and it costs pennies.

    364.6k views5.3k likes4.2k saves
    browser agentinbox triageon X ↗
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    @rileybrown2026-09-17

    Yeah Jev by @typesafeai is very cool. It classified 500 emails in seconds. And it costed 3.5 cents.

    271k views3.9k likes1.7k saves
    document classificationinbox triageon X ↗

More text detection decisions

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    @Totzenberger2026-09-17

    Another useful use-case with Jev from @typesafeai - AI text classification. Very close to @pangram, 6000x cheaper, 5-10x faster Tested here on a @paulg essay!

    57.8k views131 likes128 saves
    text detectiondocument classificationon X ↗
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    @ahmedgagan112026-09-18

    Jev is crazy 🤯 I made an AI text detector powered by Jev. Scans a complete article and gives a sentence by sentence breakdown in almost realtime.

    1.9k views27 likes22 saves
    text detectionon X ↗
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    @krispuckett2026-09-18

    Alright playing with Jev through Vercel. 1. quick coaching support during a session rather than running through my gateway. 2. Anti-slop detector and fixer.

    1.8k views20 likes14 saves
    text detectionon X ↗
  • video
    @theRaz0r2026-09-18

    Built jevscan - a Chrome extension to detect malicious addresses and transactions on @etherscan in real-time using Jev from @typesafeai.

    563 views8 likes3 saves
    browser agenttext detectionon X ↗
  • video
    @redp3142026-09-18

    Can Jev replace Pangram to detect ai? one question to @typesafeai Jev: "was this written by an AI model?" the split is the probability. no training, no classifier, 250ms, $0.00003 per text…

    351 views3 likes1 saves
    text detectiongame decisionsdocument classificationon X ↗
  • video
    @heyakbarali2026-09-18

    Made an X slop detector with Jev Jev flageed @sama as slop, sorry

    40 views3 likes1 saves
    text detectionon X ↗