Open Source Security Reports

These reports demonstrate deep code analysis on real-world open source projects. Each scan identifies security vulnerabilities, code quality issues, performance bottlenecks, and architectural concerns — then compares results side-by-side against traditional tools like Bandit and Semgrep.

The goal is transparency: show exactly what gets found, what traditional tools miss, and why modern analysis techniques matter for production Python codebases.