https://dplabs.tech/tags/evaluation/ Recent content in Evaluation on dplabs — Software Engineering & Technology Consultancy Hugo en-us Mon, 26 Jan 2026 00:00:00 +0000 https://dplabs.tech/blog/evaluating-llm-applications/ Mon, 26 Jan 2026 00:00:00 +0000 https://dplabs.tech/blog/evaluating-llm-applications/ <p>Most teams evaluate their LLM applications by asking them a few questions and deciding whether the answers look right. This is not evaluation — it&rsquo;s a vibe check. It doesn&rsquo;t scale, doesn&rsquo;t catch regressions, and doesn&rsquo;t provide any basis for measuring improvement over time.</p> <p>Systematic LLM evaluation is harder than evaluating deterministic software. The outputs are probabilistic, quality is multidimensional, and the correct answer often isn&rsquo;t a single string. These are difficulties, not reasons to skip evaluation.</p>