CyberLens AI
Security scanning for the AI-coding era.

Subscription SaaS that scans websites, repositories, agent skills and MCP servers for the vulnerabilities that arrive with AI-generated code. Stripe billing with delinquency handling, multilingual UI, a Capacitor iOS build, and an automated content engine feeding the top of the funnel.
- Problem
- AI coding assistants ship code faster than anyone reviews it. Teams adopting agents, skills and MCP servers had no scanner built for that surface.
- Build
- A scanning engine with a web app, subscription billing and an account model that degrades gracefully when payment fails. The same engine is exposed as an MCP server and a VS Code extension so the scan happens where code is written.
- Outcome
- In production with paying subscriptions, a growth loop that publishes security guidance on a schedule, and a native iOS build from the same codebase.
Related work
All work
LiveForward an email. The inbox classifies it, files it and asks only when it must.
- TypeScript
- Supabase
- Claude API
- AgentMail
LiveStructured personal development with team accountability. On the web and the App Store.
- React
- TypeScript
- Supabase
- Resend
BetaSchedule a multi-venue tournament in minutes, with zero hard-constraint violations.
- Next.js
- FastAPI
- Python
- Google OR-Tools CP-SAT