Praetorian’s new WasmForge tool wraps existing offensive security binaries, like the Sliver C2 framework, into WebAssembly‑based executables that evade EDR signatures without source changes. By compiling Go projects to wasm32, adding custom host shims, and obfuscating binaries, it lets red‑team operators drop stealthy implants on hardened endpoints.
The author compares several open-weight LLMs (DeepSeek V4, Qwen3.5, Kimi, GLM-5/5.1) against the closed-source Opus 4.7 on the crackaddr vulnerability suite. While open models lag on tougher artifacts, a well-designed harness and post-training tweaks close most of the gap, with GLM-5.1 matching Opus performance.
Z‑Jail is a ~130 KB, single‑binary sandbox for Linux that layers seven hardening mechanisms, namespaces, pivot_root, capability drops, no‑new‑privs, seccomp‑BPF whitelist, audit logging, and more, without any external dependencies. It targets CI pipelines, CTF challenges, and lightweight code evaluation where full VM isolation is overkill.