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AI tools kept inventing skills on my resume, so I built an anti-hallucination MCP pipeline

This story is from 2026-09-28. It is preserved in the archive; the latest stories are on the live feed.

I was applying for jobs last month and tried 3 different "AI cover letter generators." Every single one invented skills I don't have. One told a recruiter I had "5+ years of Kubernetes orchestration experience." I've never touched Kubernetes in production. Another claimed I "led a team of 40 engine…

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  1. 2026-09-28 17:48 · DEV Community — AI
    AI tools kept inventing skills on my resume, so I built an anti-hallucination MCP pipeline

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