Post · Data & extraction
Qualifying candidates with Jev
An internal tool, and the limits of a rubric.
Open x.com ↗AGREED. team built an internal tool using Jev to qualify candidates, and Jev itself is genuinely impressive at what it’s designed todo. but recruiting is hard. there are too many variables that don’t fit neatly into a rubric: context, trajectory, ownership, quality of work,
The decision Jev makes
Keep or drop a row, assign a label, or select one field value at a time.
Where it fits
Putting Jev next to the data: filtering rows with plain-English conditions, classifying records, labelling datasets and pulling structure out of text one small decision at a time. All 98 data & extraction projects →
Related projects
Data & extractionomp-jevifyOh My Pi skill plugin: rubric-first bulk classification with judge_batch (Jev).GitHub · ★ 2 · ericjuta
Data & extractionclickhouse-jevNatural-language predicates, probabilities and classification for ClickHouse via executable UDFs backed by TypeSafe Jev; inspired by pg-jev with a…GitHub · ahwlsqja
Data & extractionfast-resume-scoringScore how well a resume fits a job in under a second with TypeSafe Jev and see which requirements it covers (reported one request, ~0.4 s).GitHub · dphbfs
Data & extractionIntelligentDocumentProcessing (Jev + Haiku)Hybrid invoice/document processing: TypeSafe Jev makes typed decisions (document type, supplier, completeness), Claude Haiku extracts, n8n…GitHub · DanielHuetteData & extractionHands-On-AI-EngineeringAn open-source data analyst agent that keeps Qwen for generating SQL and uses Jev as a review layer at three checkpoints: question clarity, SQL…GitHub · Sumanth
Data & extractionWorldMonitorReal-time geopolitical intelligence dashboard that uses TypeSafe Jev questions to score news headline severity into five threat levels and categorize…GitHub · ★ 88k