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How I Built a Reliable LLM Pipeline for Ad Creative Evaluation (with Strict Pydantic Contracts)

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

Art directors routinely spend 20–40 minutes per creative just checking brand guidelines, mandatory elements, and forbidden techniques. I wanted to automate the first-pass review — without turning it into another unreliable ChatGPT wrapper. So I built CreativeAudit : a production-oriented pipeline t…

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  1. 2026-08-25 14:02 · DEV Community — AI
    How I Built a Reliable LLM Pipeline for Ad Creative Evaluation (with Strict Pydantic Contracts)

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