{"type": "article", "title": "How I Built a Reliable LLM Pipeline for Ad Creative Evaluation (with Strict Pydantic Contracts)", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-i-built-a-reliable-llm-pipeline-for-ad-creative-evaluation-with-strict", "original_source": "https://dev.to/strelok25dev/how-i-built-a-reliable-llm-pipeline-for-ad-creative-evaluation-with-strict-pydantic-contracts-376j", "published": "2026-08-25T14:02:13+00:00", "accessed": "2026-08-25", "id": "how-i-built-a-reliable-llm-pipeline-for-ad-creative-evaluation-with-strict"}