What it is
A daily Vercel cron that ingests public job postings, triages titles and scores full descriptions against one resume using Jev through the Vercel AI Gateway, surfacing plausible matches on a dashboard with an Apply button.
How it uses Jev
Jev triages titles against a summary and two target sections, then scores full descriptions with fourteen atomic questions combined in code. It also picks the role's pay range and answers customer-lifecycle and hard-blocker questions. Results drive dashboard labels and scoring.
Primitives:choicescorenoul
Technique worth stealing
Ask many atomic typed questions and combine them in code, keeping weights inspectable and tunable without re-prompting.
Try it
pnpm ingest --drop-junior-levels; pnpm purge:presales
Evidence
Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.
- Jev-centricyes0.92
- Shows a System One patternyes0.83
- Handles uncertaintyno0.07
- Measuredno0.09
- Runnableyes0.81
- Worth recommendingunclear0.44
- Model replicano0.03
- Problem scopescore on a 0–2 scale0.96
- About Jevyes0.98
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 22 Sept 2026.