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LLM Evaluation for Software Engineers Without an ML Background: the 90+ Checks We Actually Run

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

I run a content pipeline where AI writes every article — and where AI is, on principle, not trusted. Before any piece ships to our site, it survives more than ninety separate verifications: research checks, fact cross-referencing, a deterministic validator with dozens of rules, integration guards.…

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  1. 2026-08-26 10:06 · DEV Community — AI
    LLM Evaluation for Software Engineers Without an ML Background: the 90+ Checks We Actually Run

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