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Blitz SOC
Blitz SOC is an explainable hybrid security operations workflow designed for the AMD Developer Hackathon under the AI Agents & Agentic Workflows track. The platform transforms synthetic security telemetry into correlated, analyst-ready incident intelligence using three execution modes: • Baseline Mode — deterministic control-path analysis using fixed logic • Local SOC Mode — resilient local orchestration with state snapshots, correlation, and approval workflows • CrewAI Mode — AI-assisted analyst reasoning powered by CrewAI and Qwen inference served through AMD ROCm and vLLM Unlike traditional SOC systems that rely entirely on static rules or opaque AI automation, Blitz SOC separates AI-assisted reasoning from deterministic governance. CrewAI coordinates analyst-style workflows such as classification, enrichment, escalation reasoning, and response preparation. Qwen provides analyst-facing contextual reasoning, incident summarization, and response generation. AMD Developer Cloud powers the accelerated inference environment through ROCm and vLLM. After AI enrichment occurs, Blitz applies deterministic governance layers including: • Correlation • Risk scoring • Escalation policy • Approval gates • Integration routing • Incident export workflows This separation keeps the workflow explainable, auditable, resilient, and operationally safer than fully autonomous approaches. The project includes: • Explainable execution traces • Real-time incident streaming • AI reasoning visibility • SOC response timelines • Human approval gates • Production integration mapping • AMD inference proof panels • Multi-mode fallback resilience Blitz SOC demonstrates how open-source AI models and agentic workflows can enhance SOC analyst efficiency while preserving deterministic governance and operational safety.
10 May 2026
