The paradigm of software creation has shifted from static code generation to "Agentic Workflows." Current systems no longer just suggest lines of code; they function as autonomous units capable of self-correction, planning, and multi-step execution. Frameworks like LangGraph and AutoGen are now standard in enterprise environments, enabling LLMs to operate as specialized agents that collaborate within complex coding architectures.