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I built a deterministic, quote-verified ATS resume scanner & job aggregator so AI stops hallucinating fake skills

This story is from 2026-10-28. It is preserved in the archive; the latest stories are on the live feed.

Most "AI Resume Scanners" on the market have two fatal flaws: Random Score Generation: Because LLMs are probabilistic ( temperature > 0 ), submitting the exact same resume twice often yields 62% first and 84% a minute later. Skill Hallucinations: When asked to tailor a resume or cover letter, stand…

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  1. 2026-10-28 15:17 · DEV Community — AI
    I built a deterministic, quote-verified ATS resume scanner & job aggregator so AI stops hallucinating fake skills

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