AI coding agents often generate functionally correct but insecure code. We developed and open-sourced Security Cards to guide them on generating secure code across 80+ widely used libraries and 13 programming languages.
A controlled Flask benchmark tested Reware against CodeQL, Semgrep and SonarQube on 14 crafted vulnerabilities.
Traditional scanners catch known shapes. Contextual analysis asks whether the code violates how the application is meant to behave.