Agent Native AI Engineering. Agentic systems development. Anthropic Claude Code, OpenAI GPT Codex, Gemini. Tool/function calling and MCPs, RAG/Vector stores. Intent and outcome design, behavior and simulation design, cognitive and memory architecture, guardrails-first implementation, AI systems support and evaluation, learning and evolution of Agentic AI systems.