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Design a Code Vulnerability Analysis System

Design a system that receives GitHub pull requests via webhook, analyzes code for vulnerabilities using local APIs (Java, C#, Python), posts comments back to GitHub, and provides managers with secure team performance monitoring capabilities. The system should handle 30,000 pull requests per day with burst capacity while ensuring vulnerability data remains secure.

Asked at:

Microsoft