Nightcrawler: AI Pentesting Agent Runs on Smartphone

Nightcrawler is an autonomous penetration testing agent that runs entirely on a OnePlus 8 smartphone using the LFM2.5-1.2B model locally on the GPU. It discovers hosts, maps services, finds vulnerabilities, and generates pentest reports without cloud connectivity. The agent includes 27 exploit playbooks and a 24,956-entry CVE database.