4 ThesesFinal Thesis: Building a Quality Assurance Dashboard for Data Pipelines
Abstract: This thesis presents a lightweight, GitHub-native quality assurance (QA) system for data pipelines. The solution consists of two artifacts: a QA dashboard that summarizes the current quality state, and a QA pull request comment bot that shows change-focused metrics. Metrics focus on four quality characteristics: maintainability, functional suitability, performance efficiency, and security. A configuration-driven […]Abstract: This thesis presents a lightweight, GitHub-native quality assurance (QA) system for data pipelines. The solution consists of two artifacts: a QA dashboard that summarizes the current quality state, and a QA pull request comment bot that shows change-focused metrics. Metrics focus on four quality characteristics: maintainability, functional suitability, performance efficiency, and security. A configuration-driven […]