Developers can’t follow rules they can’t find.
The Problem
Secure coding standards exist in PDFs nobody reads and Docs nobody shares. Findability kills compliance.
The AI Fix
- Guideline finder: detects OWASP, CWE, and internal checklists.
- Code linking: connects rules to repos and review tickets.
- Version history: highlights policy changes over time.
How to Use
- Search
topic:"secure coding" type:guideline - Open AI summary → filter by language (Java, Python, Go).
- Share latest checklist with engineering teams.
Impact
- −50 % security review time.
- +30 % policy adherence.
- Fewer vulnerabilities in QA.
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