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Tools
shannon
Shannon Lite is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.

Why use it
Shannon Lite is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.
Best for
beginner
Deployment options
compose · docker
Resource requirements
server
Alternative to
No mapping yet
Common setup stack
Reverse proxy · HTTPS certs · auth gateway · backups