Building an Enterprise-Ready SonarCloud Dashboard with Streamlit & Azure

The Catalyst: Chasing KPIs Without an Enterprise License We’ve all been there: SonarCloud gives you fantastic insights for a single repository, but the moment your engineering manager asks for a "birds-eye view" of security debt and code coverage across 50 microservices, things get messy. My journey started exactly there. I needed to provide weekly auditing KPIs, but our organization didn't have access to the built-in PDF reporting reserved for SonarCloud Enterprise plans. I refused to compile these reports manually every Friday. What started as a quick, dirty Proof of Concept to pull a few metrics evolved into a full-fledged internal tool. However, taking a Streamlit app from a simple script to an enterprise-grade, performant application introduced unique hurdles—specifically around memory limits, storage coupling, and corporate authentication. Here is a deep dive into the architecture, the trade-offs I made, and how I tackled memory bloat and separation of concerns. 1. Moving Beyond