https://topaiskills.com/tags/llm-evaluation/Recent content in LLM Evaluation on Top AI SkillsHugoenMon, 13 Jul 2026 00:00:00 +0000https://topaiskills.com/skills/coding/deepeval/Mon, 13 Jul 2026 00:00:00 +0000https://topaiskills.com/skills/coding/deepeval/<p>If you build AI-powered features, you&rsquo;ve felt the pain. You ship a prompt change, and suddenly the model starts hallucinating in production. Or you switch from GPT-4 to Claude, and the output format breaks silently. DeepEval solves this — it&rsquo;s the testing framework for LLM outputs, now available as an AI agent skill.</p> <h2 id="what-it-does">What It Does</h2> <p>DeepEval treats LLM evaluation like unit testing. Instead of manually eyeballing outputs, you write test cases and metrics — hallucination score, answer relevancy, faithfulness, toxicity, bias, and more. Your agent runs these against your model&rsquo;s responses and tells you what broke and why.</p>