{"type": "article", "title": "Never trust an LLM's output directly. Here's the validation layer I put on every agent.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/never-trust-an-llm-s-output-directly-here-s-the-validation-layer-i-put-on-every", "original_source": "https://dev.to/penloom_studio_829b7817d3/never-trust-an-llms-output-directly-heres-the-validation-layer-i-put-on-every-agent-207c", "published": "2026-07-01T02:19:27+00:00", "accessed": "2026-07-01", "id": "never-trust-an-llm-s-output-directly-here-s-the-validation-layer-i-put-on-every"}