
The rapid transition from static large language models to autonomous agentic systems has fundamentally altered how digital environments operate, creating a landscape where software can reason and act independently. This shift represents a move toward proactive intelligence. Unlike previous generations of AI, these agents manage complex workflows by coordinating tools and memory. Fundamentals of Agentic Workflows and System Autonomy Modern










