Penetration Testing

A plain-English, defensive look at autonomous AI penetration-testing frameworks — using the open-source Zen-AI-Pentest as a worked example. How the LLM "reason → act → observe" loop drives real tools, why "autonomous exploitation" is a different risk from a scanner, and the authorization, isolation and oversight questions to settle before one touches anything.

Hacktron chained a libheif overflow, RCE on community.openai.com, and an SSO flaw into ChatGPT/Codex takeover and internal repo access in under 72 hours.

PentAGI is a 24k-star open-source AI agent that plans and runs pentests with Nmap, SQLMap and Metasploit. What it does and what to check before you run it.

RedCell is an open-source AI agent that plans and runs a full penetration test with nmap, nuclei and Metasploit, then writes the report. How it works and its limits.

Arsenal-NG gives penetration testers instant fuzzy search across 2,800+ pentest commands in a terminal UI written in Go. Here's why it's worth adding to your toolkit — and what security leaders need to understand about the tools their red teams use.