The AI industry has entered the Agentic Era. Building production-grade AI systems now requires mastering agents, tool use, MCP, memory, long-running workflows, coding agents, agent harnesses, evals, ...
So many internal changes ! New funtions: EXOMKR (for object oriented like), BUF matrix.