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Thoughts on web development, data, and technology

A retrospective on Project and Portfolio IV, the course where I took an existing application and made it production-grade: integrating access control, user activity auditing, cloud-native services, and a full deployment into a scalable environment, all driven by a formal discovery and milestone process.

A retrospective on Web Application Integration (WDV4416), the course where I stopped asking whether my applications worked and started asking whether they would hold up: building unit tests, load testing a live server, automating monitoring with Selenium, and stress-testing under real traffic conditions.