Great roadmap for anyone looking to move beyond basic AI usage and start building real agentic systems. The most exciting part is that becoming an Agentic AI Engineer is not just about learning frameworks, but understanding how models, tools, memory, workflows, and human feedback work together. The future belongs to engineers who can design reliable AI systems that solve real problems, not just create demos. Excited to see how this field continues to evolve.