AI runtime inventory: discover shadow AI, trace LLM calls
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Updated
Sep 3, 2026 - Vue
AI runtime inventory: discover shadow AI, trace LLM calls
Kernel-enforced authority and runtime security for AI agents, autonomous systems, and general Linux workloads.
Confirmed SAQ A eligibility but uncovered critical access and logging gaps. Delivered actionable fixes to secure administrative systems and meet PCI DSS v4.0.1 Requirements 8 and 10.
Identified critical gaps: missing MFA on subscriber databases, untested disaster recovery, and unpatched systems. Delivered actionable roadmap to strengthen access governance and protect core telecom infrastructure.
ATmega328PB embedded robotics controller with EEPROM-backed user profiles, UART authentication, ADC joystick input, PWM servo control, and interrupt-driven emergency lockout.
Structured laboratory documentation | threat modeling frameworks | and security architecture baselines | Hands-on Lab Logbooks
Gateway service enabling FBS to control networked research tool interlocks through local relay hardware
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