Alex @buildingtools

Founder // Discovering the world of llms and decision models.. more coming soon howtousejev.com New York City Joined October 2026

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Alex @buildingtools

2 weeks ago

Jev only answers 3 kinds of questions. Choice picks one option, Score rates on a scale you define, Noul gives the probability a yes/no is true

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Alex @buildingtools

2 weeks ago

@TypeLLM Neat, but I kinda like that Jev fields are independent tho. If the classify step is wrong then every field after it is wrong too and thats harder to debug than two separate calls

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Alex @buildingtools

2 weeks ago

@newlinedotco But wouldn't "never trained on it" get shaky on really niche labels tho? I'd still want a small labeled set just to check the scores mean what I think they mean

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Alex @buildingtools

2 weeks ago

Categorized 20,000 HN "Who is hiring?" posts with Jev for about $1.30. Full-stack and backend are basically half of all roles, ML/AI only ~9%

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@MrAhmadAwais @CommandCodeAI Honestly "use Jev to decide" is the part I'd want most. Getting a choice and a score back means you can actually write a test for it instead of parsing whatever the model felt like saying

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Alex @buildingtools

3 weeks ago

@0x0SojalSec Curious how the scores compare tho. If a 0.8 from Clef doesnt mean the same as a 0.8 from Jev then swapping them kinda breaks all your thresholds