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

  1. Search topic:"secure coding" type:guideline
  2. Open AI summary → filter by language (Java, Python, Go).
  3. Share latest checklist with engineering teams.

Impact

  • −50 % security review time.
  • +30 % policy adherence.
  • Fewer vulnerabilities in QA.

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