
The Code Analysis Demo Tool is a lightweight, zero-infrastructure application built for hackathon presentations. Utilizing a FastAPI backend and an interactive web UI, it analyzes code snippets and GitHub repositories for Python, JavaScript, and Java. Powered by AST parsing, the tool accurately detects security vulnerabilities, dead code, and optimization issues. A standout feature is its automated Risk Matrix, plotting the severity and likelihood of discovered issues on a color-coded 5x5 grid. Running entirely locally, it provides instant, actionable insights and aggregated statistics without requiring external databases or containers, making it ideal for rapid security audits.
17 May 2026