Remediation
Security remediation guidance for builders
CyberLens AI helps developers move from scan findings to practical fixes without needing a dedicated security team.
Remediation approach
Fixes are organized around impact and practicality.
- Prioritized issues
- Plain-English explanations
- Implementation guidance
- Re-scan workflow after fixes
Security references
CyberLens AI guidance is informed by established security standards and public vulnerability intelligence.
- OWASP Top 10: Common web application security risks used as a baseline reference.
- OWASP Application Security Verification Standard: Application security verification guidance for web application controls.
- NIST Cybersecurity Framework: Cybersecurity risk management guidance from NIST.
- CISA Known Exploited Vulnerabilities Catalog: Known exploited vulnerability intelligence for prioritization context.