https://singularity.sg/tags/tool-calling/Recent content in Tool-Calling on SingularityHugoen-SG(c) {year} Abhishek DujariSat, 15 Aug 2026 12:20:00 +0800https://singularity.sg/2026/08/warmachine-local-kali-linux-assistant/Sat, 15 Aug 2026 12:20:00 +0800https://singularity.sg/2026/08/warmachine-local-kali-linux-assistant/<p><a href="https://huggingface.co/ovedrive/WarMachine">WarMachine</a> is my work-in-progress model for running a Kali Linux assistant locally. The current 4B version operates more like an OpenCode-compatible security assistant than a fully autonomous pentesting agent.</p> <p>I run it on a local GPU inside a sandbox for Hack The Box and other authorized pentesting work. It helps construct commands, runs them through structured tool calls, and uses the output to suggest what to try next. I find it most useful for code and command completion, especially when I know the objective but do not want to stop and reconstruct the exact syntax for each tool.</p>