Shohjahon Turakulov@bluescorpion2111200585257

Cybrix AI is an autonomous multi-agent orchestration ecosystem built to redefine automated penetration testing. Engineered with a robust FastAPI backend and a high-performance, asynchronous PySide6 desktop application, the platform replaces rigid, manual security workflows with dynamic Agent-to-Agent (A2A) intelligence. At its core, Cybrix AI leverages cutting-edge open-source large language models (such as Qwen 2.5 Coder and DeepSeek-R1) deployed via Fireworks AI's serverless infrastructure. To meet the immense compute demands of multi-agent reasoning, the platform utilizes state-of-the-art cloud inference powered directly by AMD Instinct™ GPU clusters and the ROCm runtime environment. Instead of executing linear scripts, specialized sub-agents—including NmapAgent, SqlmapAgent, and OwaspZapAgent—communicate contextually over dedicated worker threads. When the reconnaissance agent extracts vulnerability footprints, it structurally passes the structured JSON payload to exploitation agents autonomously. By maximizing the native compute efficiencies of AMD hardware, Cybrix AI transitions complex vulnerability discovery into a rapid, self-healing, and production-ready security cycle.

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