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Beyond the Demo: Why '93% Confidence' is a String and How to Bridge the Gap Between AI Generation and Real-World Pipeline Reliability

This story is from 2026-10-23. It is preserved in the archive; the latest stories are on the live feed.

Originally published on tamiz.pro . In the modern development landscape, the allure of Large Language Models (LLMs) often overshadows the fundamental engineering principles that have kept our systems stable for decades. We are currently living in the "Prompt Engineering" era, where the quality of i…

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  1. 2026-10-23 12:03 · DEV Community — AI
    Beyond the Demo: Why '93% Confidence' is a String and How to Bridge the Gap Between AI Generation and Real-World Pipeline Reliability

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