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Making an LLM app reliable: stopping off-topic answers and inconsistent scores

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

I built ResumeAI, a resume analyzer that scores a resume against a job description, helps rewrite weak sections, and tracks applications through Gmail. It runs entirely on free-tier models, Groq with Gemini as fallback. (Try it: https://resumeai.live ) Early on, a test resume with hidden instructio…

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  1. 2026-10-28 05:06 · DEV Community — AI
    Making an LLM app reliable: stopping off-topic answers and inconsistent scores

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