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Reware Labs Blog and Research Notes

A compass resting on numerical data, symbolizing security guidance for AI-generated code.
ResearchAugust 25, 20267 min read

How Security Cards Reduce Insecure AI-Generated Code by 72%

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.

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Security analysis workspace visual from the original Reware Labs initial study article.
ResearchNovember 26, 20255 min read

Initial Study: Outperforming Traditional Security Tools with AI-Powered Analysis

A controlled Flask benchmark tested Reware against CodeQL, Semgrep and SonarQube on 14 crafted vulnerabilities.

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Close-up of source code on a monitor, used as a visual reference for AI security analysis.
AI SecurityNovember 20, 20253 min read

How AI is Revolutionizing Contextual Vulnerability Detection

Traditional scanners catch known shapes. Contextual analysis asks whether the code violates how the application is meant to behave.

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Secure AI (human)-developed code.

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