RepoDoctor AI is an autonomous code auditing and developer assistant designed to streamline code quality, security, and refactoring workflows. Built to leverage open-source models like Qwen 2.5 Coder hosted on high-performance AMD Cloud GPUs via vLLM and AMD ROCm, it automatically ingests GitHub repositories or local code directories to perform deep static analysis.The application utilizes an agentic execution loop (Scanner $\rightarrow$ Fixer $\rightarrow$ Validator) orchestrated via Python's FastAPI backend to identify critical bugs, security vulnerabilities, memory leaks, and missing unit tests. Once issues are flagged, RepoDoctor AI generates executable refactors and side-by-side code diffs ready for Pull Requests. With a sleek React and Tailwind CSS dashboard featuring live code diff viewers, it turns hours of manual code reviews into an automated, single-click audit process.