Quality-Gates on lukaswalter.dev https://www.lukaswalter.dev/tags/quality-gates/ Recent content in Quality-Gates on lukaswalter.dev lukaswalter.dev https://www.lukaswalter.dev/images/LW%20Dev%20Thumbnail.png https://www.lukaswalter.dev/images/LW%20Dev%20Thumbnail.png Hugo -- 0.150.0 en Wed, 25 Mar 2026 00:00:00 +0000 Stop Guessing – Use Golden Datasets for Prompt Evals https://www.lukaswalter.dev/posts/quick-tip-2/ Wed, 25 Mar 2026 00:00:00 +0000 https://www.lukaswalter.dev/posts/quick-tip-2/ Use a small golden dataset to catch prompt regressions, compare changes against a baseline, and validate model updates before users do. Eval-first: Why “It Worked Once” Is Not a Sign of Quality https://www.lukaswalter.dev/posts/eval-first-in-.net/ Sat, 07 Feb 2026 00:00:00 +0000 https://www.lukaswalter.dev/posts/eval-first-in-.net/ Why eval-first matters for LLM apps and how to use datasets, scoring rubrics, and CI quality gates to catch regressions early.