{"type": "article", "title": "I Built an LLM Filter That Prefers Silence Over Slop — and the Eval Harness That Keeps It Honest", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/i-built-an-llm-filter-that-prefers-silence-over-slop-and-the-eval-harness-that", "original_source": "https://dev.to/yusufihsangorgel/i-built-an-llm-filter-that-prefers-silence-over-slop-and-the-eval-harness-that-keeps-it-honest-3pce", "published": "2026-07-07T23:18:52+00:00", "accessed": "2026-07-08", "id": "i-built-an-llm-filter-that-prefers-silence-over-slop-and-the-eval-harness-that"}