Carlos Mendible 2/7/2026

Refactoring Azure Quick Review with GitHub Copilot

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This technical article describes a major refactoring of the Azure Quick Review (azqr) tool using GitHub Copilot. The author acted as an architect, using Copilot's plan mode to design and its agent mode to implement changes that removed 72 scanner packages, centralized logic, batched queries, and created a modular pipeline. The result was a 50-90% performance improvement and a significantly cleaner codebase, demonstrating AI-assisted refactoring under human guidance.

Refactoring Azure Quick Review with GitHub Copilot

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