CybeDefend (VibeDefend)

CybeDefend's VibeDefend is a developer security product aimed at AI coding agents. It installs via npx, detects agents like Claude Code, Cursor, Windsurf, GitHub Copilot, and OpenAI Codex, injects project-specific business and security rules into the agent session, scans diffs for vulnerabilities and compliance issues, and blocks dangerous commands or malicious package installs before they execute. The landing page is rich with before/after examples and positions the product as the missing context layer for AI-generated code. Revenue, growth, pricing, and customer proof are not disclosed, so the commercial traction is unknown. The opportunity is credible because AI coding agents produce high-volume, low-review code, but the absence of visible social proof and the presence of large incumbent security vendors create meaningful uncertainty.