Someone built a pentesting agent that runs entirely on a rooted Android phone, no cloud, no laptop. Nightcrawler drops onto a network and works like a patient human tester: discovers hosts, maps…

筆電當 drop box 擺客戶機房, 人家一眼就知道有鬼... Nightcrawler 把 AI pentest 塞進手機: 本機 LFM2.5-1.2B 跑 Adreno GPU, 每道 command 先過 scope proxy, 不用雲端. MIT ·

Situational Awareness and the Impending Stock Market Volatility (

Resetting context each turn is why a 1.2B model can run this pentest agent on a OnePlus 8. SQLite holds state, Kali tools do the real work, and the model picks the next command at 13 tok/s. The LLM…