Vigolium, an open-source vulnerability scanner that combines deterministic scanning with AI-driven auditing, launched its initial open-source release this month. The project ships 235+ scanner modules and an in-process agent runtime called olium that handles autonomous endpoint discovery, attack planning, and finding triage. The tool exposes two scanning paths. vigolium scan runs a multi-phase deterministic pipeline covering content discovery, browser-based spidering, and active and passive auditing. vigolium agent hands control to an LLM-driven harness that selects … More → The post Vigolium: Open-source vulnerability scanner appeared first on Help Net Security .