How we keep real infrastructure data away from the model, how the open source tooling actually compares, and what we learned building Darkmoon.
If you evaluated NodeZero or Pentera but need self hosted, auditable and open source autonomous security testing, here are the real options and the trade offs.
An honest field guide to the open source autonomous AI penetration testing tools in 2026: what each one is good at, licensing, scope, and how to pick.
Autonomous AI pentesting normally ships your real IPs, hostnames and credentials to a hosted model. Here is the deterministic tokenization and local rehydration design that avoids it.