Inspiration

Modern web apps are fast, but their security audits are slow. We wanted to build a tool that makes security as fast as the development process itself.

What it does

An AI-driven scanner that:

  • Performs Code Audits: Detects SQLi, command injection, and secret leaks.
  • Simulates Breaches: Generates a step-by-step attack timeline to show impact.
  • Roast Mode: Provides witty, AI-generated feedback to engage developers.

How we built it

  • Frontend: Next.js with Tailwind CSS for a high-performance "War-Room" dashboard.
  • Backend: FastAPI (Python) for rapid vulnerability scanning and rule-based detection.
  • AI: Gemini AI for intelligent remediation steps and breach simulation logic.
  • Data: Snowflake for storing scan events and generating security insights.

Challenges we faced

Integrating real-time AI explanations with rule-based scanning while maintaining low latency was our biggest hurdle.

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