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Testing Jev on public and private data: classifier or filter? | Blog | Aman Kumar

### Jev only answers yes/no or pick-one. 16,000 calls: against gpt-5.4-mini and gpt-5.6-luna on four public datasets, then on a few thousand real pipeline decisions. Where it…

### Jev only answers yes/no or pick-one. 16,000 calls: against gpt-5.4-mini and gpt-5.6-luna on four public datasets, then on a few thousand real pipeline decisions. Where it wins, where it breaks, how to use it. ... TypeSafe opened early access to Jev on 15 September. The headline numbers in the la

Open source ↗ amankumar.aicost-time-

Also filed under Triage & routing

  1. 0613

    momus: staged Rust code and security review

    A fast scanner that reviews code for correctness, security, reliability, compatibility and test gaps, with actionable feedback. Supports the Jev API and local models.

    Brian Luby · Triage & routing

  2. 0602

    Jevops: SRE log triage with Jev

    Jev triages streaming logs into page, digest or resolve, cutting alert noise and paging humans only for high-confidence incidents. About $1–3 for 1M events a month.

    Mu99Ti · Triage & routing · $1–3 per 1M events/month

  3. 0598

    jev-sec-audit: flag risky npm packages with Jev

    npm install is the scariest command in your terminal. One typo → lookalike package → malicious postinstall → secrets gone. jev-sec-audit flags it in milliseconds using Jev, a System 1 model built for fast decisions, not chat. One step in GitHub Actions. Open source.

    @Dhanush_Nehru · Triage & routing

  4. 0555

    Jev Codex Router: model and reasoning selection per call

    A local Codex router asks Jev to choose the next model and reasoning effort while forwarding the complete conversation to that model.

    0xNatoshi · Triage & routing