CyberShield — Development Update
CyberShield has reached a major milestone in its development journey.
We built CyberShield as an AI-powered web security platform designed to help small businesses and teams discover, assess, monitor, and remediate web security risks through a centralized workflow.
What’s included: • Website and business onboarding • Secure authentication and owner-scoped authorization • Web security scanning and findings management • Risk scoring and security posture monitoring • Finding remediation tracking • AI-assisted security analysis • Security reports and PDF generation • Continuous monitoring and alerts • Security activity and audit logging • Security headers, validation, and protected APIs
Technology Stack: React • TypeScript • Vite • FastAPI • Python • SQLAlchemy • Alembic • SQLite • JWT
We also completed extensive backend testing, frontend validation, security-control verification, database integrity checks, and a final browser-based end-to-end demonstration.
The project is now available as a public source release on GitHub for review and further development.
GitHub: https://github.com/sayedhaiderabbas/cybershield
CyberShield is being developed with a strong focus on security, traceability, responsible scanning, and practical usability.
Next step: preparing CyberShield for hackathon submission and continued development.
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