every.to
Mini-Vibe Check: TypeSafe's Jev Judged Everything I’ve Written in 0.7 Seconds
listed 54m agoreviewed by Jev
Its new model turns fuzzy questions into probabilities fast and cheaply enough to check an AI agent’s work as it goes
- Author
- every.to
- Use case
- Benchmarks & Evals
- Added
- 2026-09-25
All figures come from the author. Check the source before you quote them.
More in Benchmarks & Evals
- Morgan on X: It has been a really interesting experience to build an eval suite for System On▲ 0x.com
- silentguy on X: Grok Bot does the job, Jev decides where the job goes next▲ 0x.com
- spect on X: The founder of Jev just dropped a 1-hour masterclass on how Jev actually works▲ 0x.com
- Dain on X: A beautiful pattern can still be noise.▲ 0x.com
- Utkarsh Maheshwari on X: Is the Jev hype real,▲ 0x.com
- OpenMed on X: Four typed questions across four authored fictional notes, labels written before▲ 0x.com
Jev guides for this use case
- Using Jev as a judge for evalsGrading with a decision model instead of a prose-writing judge, and why calibrated confidence is the real prize.
- How Jev sorts a build into one of 21 use casesThe 21 criteria Jev classifies against, published in full, plus what the reviewer sees and how ambiguity is handled.
- Jev statistics: latency, cost, and this directory's own numbersPublished benchmarks with their caveat attached, plus live directory figures that update automatically.
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