Prompt engineering is evolving rapidly. Writing standard static prompts is no longer enough to build reliable agentic systems. Today, successful applications rely on dynamic agents, structured outputs, and integrated RAG pipelines.
The Shift to Agentic Workflows
Instead of single-turn prompts, modern software utilizes multi-agent systems where LLMs call specific tools and coordinate tasks. This reduces reliance on prompt phrasing and places focus on software engineering best practices.