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Live2025

CyberLens AI

Security scanning for the AI-coding era.

CyberLens AI screenshot

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.
All work
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    Structured personal development with team accountability. On the web and the App Store.

    • React
    • TypeScript
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    Schedule a multi-venue tournament in minutes, with zero hard-constraint violations.

    • Next.js
    • FastAPI
    • Python
    • Google OR-Tools CP-SAT

Have a system that needs building?

Describe the problem, the constraint and what done looks like. You will get a straight answer on whether software, automation or AI is the right tool, and what it would take.

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