I m Malik Dixon, a U.S. Army veteran and technology professional with more than 25 years of experience across full-stack development, AWS, DevOps, DevSecOps, UX, and AI systems.
AI reasoning observability and architecture evaluation. Compare Plain, RAG, MCP, Agent, and Security-aware pipelines on the same prompt — inspect every trace and score groundedness, citations, cost, and safety.
