Show HN: Security Cards – Reducing insecure AI-generated code by 72%
Category: security
Tags: ai-security, code-generation, secure-coding, developer-tools, ai-agents
Score: 6.7/10 (Innovation: 7, Technical: 5, Documentation: 8, Utility: 8)
Security Cards is an open-source collection of library-specific security best practices designed to guide AI coding agents toward generating more secure code. It provides targeted guidance for 80+ libraries across 13 languages and demonstrates a 72% reduction in insecure AI-generated code in benchmarks. The project is interesting because it addresses a critical gap in AI-assisted development by supplying contextual security knowledge that agents typically lack.
Target audience: backend developers, security engineers, AI tooling developers
Repository: https://www.rewarelabs.com/blog/introducing-security-cards/
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